r/indonesia | R6: standalone local model

Chronology

For the first 13.64 hours, the fleet found ordinary r/indonesia talk but no visible r/place practice. The event first enters the coded record at d0 04-01 05:48, when 62qymh calls readers to “remove the blue from that Dutch flag.” That episode runs through dfow2he at d0 04-01 13:23, where a member reports posting the request to r/sweden. It overlaps a second start at d0 04-01 07:07: 62r9d9 says, “Let's make the Indonesian flag on /r/place.” Members then choose space, seek leaders, place letters and borders, open contingency sites, and recruit from an ordinary daily-chat thread.

From 62wyny at d1 04-02 01:26 through dfrc40s at d2 04-03 04:57, making becomes holding and enlarging a flag. The opening calls, “bendera kita diserang di r/place, bantu mengamankannya!” Members refresh before placing, repair red and white areas, stand night watch, share scripts, build bots, seek allies and debate attacks on neighbouring work. Presidential decrees and “war plans” are playful, but they also carry coordinates, priorities and calls for defence. This is not one smooth mobilization: celebratory posts coexist with comments reporting wrong colours, autonomous expansion, retaliation and uncertainty about who represents whom.

Relocation becomes the central practice from 634q8y at d2 04-03 05:00 through dfrsgcw at d2 04-03 14:40. An announced agreement says, “Maka, kesepakatan dibuat dengan catatan:” and promises a southern site, rebuilding help and an end to vandalism. Participants stop old scripts, distribute new ones, answer boundary questions and negotiate with neighbours. The move does not settle control: members continue to ask whether borders were agreed, report repaired pixels changing back and propose another smaller flag. A later Dutch-area order at 63720w follows the latest coded proposal to migrate at dfrhm10 by 5 hours 48 minutes; the corpus does not say that the proposal caused the Dutch agreement.

After placement ends, dfsict4 at d3 04-03 23:07 begins a retrospective episode that recounts rogue action, defeat, migration and Dutch negotiation. At d3 04-03 23:55, 63anhk formally closes the campaign with “Membubarkan Komando Perang /r/place /r/indonesia.” Comments continue blaming unauthorized fighters, demanding trials, planning a more defendable flag next time, mourning the lost image and joking about an award of Rp0 phone credit. The last small episode, from 63ego9 at d3 04-04 14:34 to dftey3v at d3 04-04 14:42, uses “our defeat in /r/place” as the reason to offer Dangdut Reggae. The room has not changed its mind collectively; different speakers preserve pride, grief, blame and amusement at the same time.

Relations — what set off what

The early Dutch-flag call explicitly prompts outreach: dfoudla asks, “Why no you guys get helps from r/sweden??? We just make a cultural exchange with them 2 month ago,” and dfow2he answers, “Posted this in /r/sweden, upvote for visibility guys.” The request and reported action support this link.

Several later links are equally direct. An unreadable-coordinate request—“bisa kasih link nya, bos” in dfrcnt4—receives “Sudah diedit bos” in dfrcwbb. A question in dfre082 asks whether green pixels reflect missing information; dfre117 answers that Flying Spaghetti Monster and Dwarf Fortress members are helping clear them. A row-count question in dfrvaf8 receives “Bahas di Discord saja” in dfrvl82, showing a design decision being moved off Reddit.

The record also carries participants' explanations, which are not independent causal findings. In dfsict4, ZxHLnelhmwjP9etjMa1gMposSK4= says “some of our guy went rogue and attack their art, they have valid casus belli”; this is that participant's explanation for the Dwarf Fortress war. Likewise, the southern agreement follows conflict and is acted on when dfrdlyi says “Karena sudah ada kesepakatan pindah tempat” and tells users to stop one bot and use another. These passages show what speakers treated as the reason for moving; they do not prove every participant accepted that account.

Post-event joking has a supported trigger. The Rp0 award in 63anhk is answered by the pointed thanks “Terima kasih atas pulsa yang telah dikirimkan” in dfsoxrj. The final music post in 63ego9 explicitly makes defeat and politics the reason for the diversion. By contrast, the Dutch-area move merely follows the troubled southern rebuild in this record; no passage says the rebuild's trouble caused that negotiation. Relations crossing the slice 04|05 and 05|06 boundaries are therefore carried only where a passage names the earlier action. [crosses 04|05] [crosses 05|06]

Posts against comments

Posts repeatedly present a united room: make a flag, defend sovereignty, follow a war plan, relocate under an agreement, then dissolve the command. Comments show the labour that makes those claims partially real—coordinates, borders, watches, reciprocal help, scripts and negotiated repairs—but also contradict their certainty.

In batch 02, posts call the flag “ours”; comments variously describe it as altered Polish or Monaco space and dispute Touhou's claim. In batch 03, celebratory and presidential posts announce success and defence, while comments report falling pixels, mistaken friendly activity and competing expansion. In batch 04, command posts urge guarding or retaliation; comments disown unauthorized expansion, recommend truces, replace scripts and dispute representation. In batch 05, the relocation post presents fixed terms, while comments ask whether the coordinates are correct, whether information is missing and whether another border has been agreed. In batch 06, the post-war statement closes the command, while comments demand trials, imagine attacks and remain salty about lost ground. Batch 07's post calls it “our defeat”; its sole comment only supplies the music link.

Thus the post layer supplies a clearer institutional story than the comment layer. That is a descriptive contrast, not evidence that the community as a whole moved from unity to dissent or changed its mind.

Counter-reading

My one-sentence reading is: after a delayed start, r/indonesia built and defended a national flag through calls, repairs, scripts, negotiations and relocations, but independent expansion, changing commands and disputed representation kept coordination unstable; after closure participants recast the loss through blame, future plans, jokes and music.

Before searching, I set the consequential competing account as follows: the mock-president and moderator-led posts produced a stable, centrally followed defence plan that the room broadly accepted. If that account were right and my reading wrong, the record should contain members explicitly agreeing on one current command and border, following it without renewed correction, and reporting that the agreed flag held through closure.

I searched the complete supplied record for the case's own agreement, command, holding and coordination vocabulary, then read every returned item. Most broad “agree/setuju” hits belonged to unrelated politics, travel, religion or technology. The strongest contrary item is dfrfvzo: “Koordinasinya bagus dari pakde.” dfrdlyi also shows concrete compliance with an agreed relocation by stopping one bot and giving another. These items change the account by establishing that coordination sometimes worked locally; they rule out a claim of constant disorder.

They do not establish the competing account across the event. At dfrn6lp, members are still asking whether another border has been agreed; 16 hours 52 minutes after the praise in dfrfvzo, dfsl1rx says, “Perintahnya campur campur ga jelas...” and complains that too many threads obscure the latest command. No searched item reports that one agreed flag held through closure. That null result is bounded to this supplied record: missing parents, removed turns and off-platform Discord decisions prevent it from proving that stable agreement never existed elsewhere.

Saturation

Practice saturation is strong for the main flag campaign but late for two practices. Fifteen themes first appear in batch 02: flag-making, design, defence, expansion, scripting, leadership, war-role-play, blame, negotiation, celebration, mourning, recounting, restraint and correction. “Joking and sharing music after the loss” first appears in batch 03 and is extended in batch 07. “Moving urgent coordination into Discord” first appears in batch 04. “Closing the war and planning to do better next time” is genuinely new in batch 06. Batch 07 adds no new practice; it extends the aftermath-diversion theme. Later slices therefore mostly repeat and develop settled practices, but closure itself could not saturate before the event ended.

Record saturation is weaker. One coder read each arbitrary slice, no reader held the raw whole week, and cross-slice relations are weaker than a single-reader account. Deleted and removed turns interrupt accusations. Discord carries urgent discussion, design and ambassador work; Pastebin and GitHub carry scripts and revisions. Reddit shows people choosing those venues and some results returning, but not the decisions inside them. Linked images and final canvas states were not fetched. These limits qualify claims about who authorized expansion, which command was current and whether any relocation briefly succeeded; they do not erase the repeated visible practices of flag-making, defence, negotiation, correction and post-event reckoning.

Selection

The case lead read the briefing and all openings before the gate. Because 2,946 in-window items exceeded the 500-item threshold, seven fleet coders handled whole-thread slices in corpus order. They kept 36 event-touching threads and disposed every thread; long threads whose windows touched the event were read whole. Ordinary politics, travel, news, advice and company April Fools material were excluded unless r/place visibly recruited the thread, as it did with daily chats. Context openings supplied inherited edges but were not coded. The lead did not read raw threads before consolidation and step 4; raw item reading began only for the counter-reading search.

Other communities named

Participants ask r/sweden for help; describe r/singapore, r/Touhou, r/dwarffortress, r/Brasil and others as attackers, rivals or disputed counterparts; offer or receive help involving r/australia, r/india, r/pakistan and Palestine; negotiate space with r/PlaceNL and r/AvoArmy; and discuss boundaries with r/StarlightStage, Flying Spaghetti Monster, Minecraft and Armok. These are r/indonesia participants' characterizations, not verified accounts of the other communities. The relation changes within the case: Dwarf Fortress is blamed as an opponent, approached for truce, reported as helping rebuild, and later revisited in responsibility disputes.

Off-platform and external pointers show coordination moving partly to Discord and scripts moving through Pastebin or GitHub. Reddit still receives links, revised orders, reported agreements and complaints; the external venues supplement rather than wholly replace the subreddit in the visible record.

Absence

Removed and deleted bodies were not reconstructed. Some surviving titles support narrow claims—an attack warning or proposal—but not the missing details. Surviving replies still show disagreement over expansion, representation, negotiation and relocation. Automated mention and preview text was treated as platform setting; human choices to summon, answer, parody or seek action against bots were coded.

No supplied passage establishes a single authorized chain of command, a final shared judgment of success, or a stable flag held through closure. That absence is scoped to the supplied Reddit record and cannot cover Discord discussions, script histories, external images, unresolved parents or removed turns.

lexicon — r/indonesia

One term per line, with the item id of its first use. No gloss. Started by the case lead from the brief; extended by each coder.

• bendera-in-exile (dfpo94g)
• G1A/Touhou (62xrls)
• TJIDOEK (dfpyies)
• ronda jagain pixel (dfq6uo2)
• KUMENDAN (dfqdnt2)
• bot vs bot (dfr9ge3)
• flag fiasco (dfretd4)
• Indobot, assamble! (dfrs5aj)
• indo humans and scripts (dfs1wip)
• INTRODWARF (dfrcb25)
• Flying Spaghetti Monster (dfre117)
• duta besar /r/indonesia (dfrsenz)
• Pakde mah bebas~ (dfrtafq)
• Komandan Besar Tentara /r/place Indonesia (63720w)
• Indonesian /r/pixel Army (dfrv6rd)
• real estate from NL (dfrwlbr)
• Komando Perang /r/place /r/indonesia (63anhk)
• Rp0 pulsa (63anhk)

timeline — r/indonesia

Facts only: stickies, moderator posts, edits, with times and item ids. One line each, in time order. Started by the case lead from the brief; extended by each coder.

seeded by the harness from the record's metadata (sticky and moderator marks are as of retrieval)

• d1 04-01 18:32 [edited] Sunday chat post by JKMyRlp9H3/xsxwCV0a/jJsJ7JQ= (62ujbk)
• d1 04-02 04:23 [edited] KrJQ3VtWcCxLviJPz5lFrS+d8qo= reply to GiIQaGBCWxQr+d8A+8pkKVt8DK8= (dfpuy6m)
• H+58.94 04-03 02:56 [moderator] post by JTn9KqfnxtLpdhgK0g08ieYplks=: /r/place megathread! (6345ji)
• d2 04-03 04:23 [moderator] megathread announcement reply by JTn9KqfnxtLpdhgK0g08ieYplks= (dfravcm)
• d2 04-03 07:09 [edited] deleted reply (dfrfthn)
• d2 04-03 07:12 [edited] Panca Satia question post by MUtQfbQfVY7yJOvTPCXyPQLw+hs= (6358jw)
• d2 04-03 08:04 [edited] Panca Satia reply by qqoZsCLUYmkkiYJZgysvFfG0dKE= (dfrh1vv)
• d2 04-03 09:58 [edited] reference reply by MUtQfbQfVY7yJOvTPCXyPQLw+hs= (dfrjabx)
• d3 04-03 18:13 [edited] Sabang travel question post by 3JV+Vq332j1ZCvLuqZjIpmjFeQ4= (638kij)
• d3 04-03 23:55 [edited] post-war r/place statement by KrJQ3VtWcCxLviJPz5lFrS+d8qo= (63anhk)
• d3 04-04 02:20 [edited] Medan and Sabang advice reply by 16wzwOn6GMMcJeosTJdQuCI1WZE= (dfsrxbp)
• d3 04-04 05:55 [edited] mumps account reply by nmxzwEhzP6JUwhzGPNe5sH24LrU= (dft07pj)
• d3 04-04 08:24 [edited] capitalism question post by AQ+FJ7ZAVJSxsJEOuG3cNvO78q0= (63cvm4)
• d3 04-04 09:38 [edited] Bali online-taxi reply by J5kRYaxdELuTrsk/5nyifybNHZs= (dft4zdb)
• d3 04-04 09:53 [edited] degree-independent jobs question post by qZ1/SZaTSuRJimdcc5whlaBfflg= (63d5uk)
• d3 04-04 12:25 [edited] Fahri Hamzah post by jalbwp5EnBwxz1AEn+T6EopAj0Q= (63ds4e)
• d3 04-04 13:20 [edited] Bella Luna contract-marriage post by qEN0pBVq32YfxXqR3Tayupg1U/c= (63e1wd)
• d4 04-04 16:34 [edited] Anies-Sandi campaign reply by 0C52Qf0lsoPqZ7onqmWNducV/sk= (dftl3cd)

r/indonesia — branch B; verdict: full. Practice saturation: later slices mostly repeated established practices, with closure emerging late and no new practice in the final slice. Record saturation: incomplete for off-platform coordination, removals, missing parents, linked images, and cross-slice continuity. Blockers: none.

A public effort made actionable, not a demonstrated command system

Target length: one to two extended pages.

The r/indonesia exchanges show people making a recognizable shared mark available for contribution, undertaking its upkeep, and disputing what may be done in its name. The model explains those public organizing acts, not every placed pixel or a bounded organization with agreed membership. This is a bounded process account, not a newly established concept or typology. Its central distinction is between making contributions mutually usable, D01, and limiting collective claims, D02. Appraising what the effort meant, T4-006, belongs with neither dimension. The structure therefore does not describe a complete system, a single shared goal, or an inevitable progression from recruitment to effective command. P01 starts from a concrete invitation:

c0006, 4jkdWOlqvhPSj6M3J5vUVo+zISY=, hour 15.117222222222223, item 62r9d9, thread 62r9d9:

Let's make the Indonesian flag on /r/place

A flag gives readers a referent, but its site and extent still require work. Making a shared object actionable, T4-001, gathers recruitment and specifications because both make an intended contribution identifiable. P01 ranges from the flag invitation to direct access to a later location. In the Dutch-site exchange, a reader explicitly cannot read coordinates:

c0170, msvIx9Ejj94WDjZrKQca01u9fqo=, hour 70.79333333333334, item dfrsspt, thread 63720w:

bisa dapet linknya langsung nggak? gk ngerti cara baca koordinat :u

The response, c0171, KrJQ3VtWcCxLviJPz5lFrS+d8qo=, hour 70.86055555555555, item dfrt013, thread 63720w, supplies “https://www.reddit.com/r/place#x=271&y=1”. The object has become more accessible in this reply, not demonstrably built by this reader. This distinction matters because the stopped opening, E-02, contains c0010, GA/8smIC0JNUwSaUmR3H9H0cQrs=, hour 20.9325, item dfova1s, thread 62r9d9: “We need a leader to do this.” A recognizable object does not supply a settled arrangement by itself.

Sustaining distributed execution, T4-002, concerns the means of continuing contributions, not agreement about their object or commander. P02 ranges across manual watch, reciprocal assistance and tools. The ordinary maintenance episode, E-10, is concrete without a demonstrated central allocation:

c0096, I3iz7JX0fvNk2RHjhs09X9SD+iY=, hour 57.189166666666665, item dfr1ipo, thread 633gcp:

I'll keep on the white part for now, mainly on the blue/really-out-of-place tiles.

The neighbouring report c0097, n9sQ/US2ZlgqJowjkQmEnuIf3zg=, hour 58.13444444444445, item dfr4cit, thread 633gcp, says: “Reporting in from /r/australia. I've been trying to help out with the lettering and other out of place tiles.” These are commitments and reports, not measured placement or proof that one command made them effective. P09 extends the available means to public referrals to Discord. c0177, KrJQ3VtWcCxLviJPz5lFrS+d8qo=, hour 71.71111111111111, item dfrvl82, thread 63720w, says “Bahas di Discord saja.” The route is visible; its deliberation and result are not.

Operational correction, P03, includes requests, responses and withdrawing obsolete directions. A stated access impediment, K01, is narrower than wanting convenience. In the southern rebuilding episode, E-13, the request and answer are:

c0133, nlwDhOM62PlpaRB/mA/4ustak80=, hour 61.23861111111111, item dfrcnt4, thread 634q8y:

bisa kasih link nya, bos. ga bisa baca koordinat inih XD

c0134, 3bQOyTeZp0aaBuQ9bReGPn9JAGU=, hour 61.359722222222224, item dfrcwbb, thread 634q8y:

Sudah diedit bos

A01, carried into N01 and F-001, connects this identified difficulty to the supplied response. Its mechanism is public specification of missing access material followed by an edit or direct link addressing it. It does not say all questions receive answers, or that supplied material causes successful placement. The Dutch pair supplies a contrasting location with the same limited response. The script request c0174 asks “supaya gampang”, for convenience; it remains operational evidence but does not establish K01. Unanswered leader requests challenge a universal responsiveness account, not this narrowed access relation.

Giving collective direction a public voice, T4-003, makes a source of direction addressable. P04 ranges from seeking a leader through mock executive orders and their challenge to announced dissolution; R01 names the position that can be invoked or contested. The performed office can carry instructions and invite role-based objection without becoming an accepted hierarchy:

c0044, R7YEUeco8EvyQh4X5bhPFw+bheY=, hour 39.170833333333334, item dfpz9ch, thread 62xrls:

Goddamnit KrJQ3VtWcCxLviJPz5lFrS+d8qo=, you can't just release executive order every time you want to!

Thus D01 gathers three different public reference points: an object, execution means and an addressable source. It is not a necessary-condition theory of coordination. Its least secure member is the public voice, which can remain symbolic. Praise, c0161, hZigCfpBBiktzbaiZAgK7hXvsnM=, hour 63.19888888888889, item dfrfvzo, thread 634w3m, says “Koordinasinya bagus dari pakde.” This makes command effectiveness worth considering, but does not identify its effect. A04 remains an excluded reading-alone hypothesis. The objection in E-05 prevents turning office performance into demonstrated control.

Regulating territorial ambition, T4-004, and P05 concern what space the effort may take. The range is opposed, not a community learning sequence: c0069, lo/UJtF6Iylh2y/nLxYmMUTso4Q=, hour 44.344722222222224, item dfq4too, thread 62zamw, says “We should conquer the canada flag!” A neighbour's complaint in c0121, BxmKBcv1sSMzc65NP5tZmbhU/qA=, hour 59.14055555555556, item and thread 6347ps, asks participants “to shrink you flag a little”. Different speakers and occasions do not establish that the community changed its mind. However, one author explicitly connects a move order to altered operations:

c0113, L91k1zcLZ4HvbO6aD7Zicpos9Hk=, hour 61.897222222222226, item dfrdvhb, thread 6345ji:

Karena sudah ada perintah resmi dari KrJQ3VtWcCxLviJPz5lFrS+d8qo= untuk pindah tempat, bot yang ini bisa distop dengan refresh pagenya.

Here A02, N02 and F-002 connect P05 to P03: the announced move supplies the author's reason for stopping obsolete bot instructions. The wording, not reply adjacency, carries the relation. c0115, JKqipKSoMRiIcOJCQ7Gc9vIS5hc=, hour 70.67916666666666, item dfrsgcw, thread 6345ji, similarly asks maintainers to stop and relocate because other subreddits want the old area. Neither instruction shows actual shutdown, compliance or a secure replacement site. A05, referral producing agreement, remains excluded because public routing supplies no observed Discord decision.

Reconstructing agency and responsibility, T4-005, makes intervention attributable and contestable. P06 includes neutral reconstruction, accusations and disavowals. In E-11:

c0128, LY/0goFn8rRiZinbLp+LWQGK6qs=, hour 70.90972222222223, item dfrt5gd, thread 6347ps:

Yangok neither represents us nor /r/minecraft.

That denial limits representation; it does not prove who caused a conflict. Likewise c0140 presents kNRIuPxRTsQR7UpPjZGVMqacmso='s explanation of vandalism, retaliation and negotiation, not an independently verified causal history. D02 joins territorial extent and attributed agency because both limit what may be claimed for the collective effort. Neutral narration is its least certain edge. This is not a conflict-resolution dimension: competing claims can remain unresolved.

The imposed placement terminus at hour 73 changes what work is available, K02, but does not date the end of every public organizing act. In the odd, initially unpredicted accountability episode, E-20, P07 proposes a procedure and venue. The demand itself identifies the alleged wrong:

c0218, qW1kOmHd5um+Eo3PIjB9P0FvNfw=, hour 82.17083333333333, item dfsreyt, thread 63anhk:

ADILI PEMBELOT YANG MEMULAI PERANG TANPA ABA-ABA!!!!!

c0219, GA/8smIC0JNUwSaUmR3H9H0cQrs=, hour 82.21444444444444, item dfsrjs6, thread 63anhk, supplies “r/karmacourt”. A03, N03 and F-003 connect attributed unauthorized action to the object of proposed accountability. This is a local justificatory co-occurrence, not a causal escalation from blame to an operating tribunal. The earlier demands in items dfsnxkn and dfsordu precede the explicit unauthorized-war demand; there is no invented ordered chain from accusation through filing to adjudication. Their sequence is preserved without that causal claim.

Appraising and reframing joint work, T4-006 and P08, preserves a different question: what participants make of experiencing the effort. c0118, RBlIlLXjDd8t+2OyTDVHfB6YAoc=, hour 73.48222222222222, item dfs0yxj, thread 6345ji, says “GG WP ^ng****t WE HAVE NO FLAG”. Yet before closure:

c0160, qqoZsCLUYmkkiYJZgysvFfG0dKE=, hour 62.97694444444444, item dfrfkme, thread 634w3m:

Nothing lasts forever, but it was fun watching /r/indonesia redditors working together to create something. The result isn't very important, the process which is fun.

Later c0222, PH/SnmvmCQUeB1g8Il/6xS3pjN0=, hour 85.24388888888889, item dfsz0sy, thread 63anhk, says “I'm still salty that we couldn't hold our ground till the end”. Music diversion in c0225 explicitly offers a way to take minds off defeat. These different positions establish neither emotional recovery nor one community mood. F-004 retains the contrast. No dimension is manufactured for appraisal, and enjoyment is not promoted into an evidenced inducement mechanism.

Reading upward from ordinary E-10, stopped E-02 and unpredicted E-20 changes the case-level explanation. Public organizing includes specific undertaking, incomplete attempts and new proposed work after placement, rather than one successful command pipeline. No dated cycle supports a feedback loop, and none is drawn. The last selected story reaches the other episodes with two named residues: E-21 and E-18 include future-capacity aspirations that the model does not explain as implemented arrangements. The optional name attached to t16 must not override that limit.

The endpoint measurement records seven coordinating distinct coded items among thirty-five strictly after hour 73: {mode: aftermath, unit: items, n: 7, denominator: {unit: items, n: 35, of: distinct coded items strictly after hour 73}, receipt: 1502}. Its available coded window is hours 0 through 97 inclusive, with no coded item at 73; no upper cutoff was applied by the aftermath operation. Last coordinating coded act is c0219 at hour 82.21444444444444, not the last act anywhere: uncoded item dft60go at hour 90.51972222222223 later asks for a filer or lawyer. Reported loss concerns the maintained main flag, not every Indonesian mark or saved representation. Announced command dissolution in c0205 therefore neither contradicts nor ends all later attempts.

The supplied literature illuminates partial division, allocation and information mappings, but not an exhaustive solution to all four problems. Territorial goals and attributed agency concern the object being organized; appraisal only partly resembles rewards. F-005 and F-006 remain literature-triggered interpretations, distinct from the passages supporting N01 through N03. The account should transfer where contributions need public access, operating instructions depend on a negotiable target, and claims of unauthorized action identify proposed accountability. It should break where no visible response connects impediment and material, instructions change without a territorial reason, or procedures have no stated attributed wrong. It predicts neither effectiveness from office nor agreement from referral. Those missing outcomes, not national vocabulary or corpus size, are the consequential unresolved questions.

Public responses within a contested effort

Target length: under 6,000 words, including apparatus.

Puzzle and account

The public record shows people making parts of a flag effort actionable while its extent, current direction and responsibility remain contested. A national emblem supplies a recognizable object before an accepted site or single aim is established. Calls and specifications, P01, coexist with proposed taking, restraint and negotiation, P05. Different speakers advance opposed courses. Their contrast does not establish that one community changed its mind.

Participants undertake concrete maintenance, P02. Red and white work commitments and reciprocal attention in E-10 show public contributions without proving one accepted commander. Tools can support that work, but an offered script is not measured deployment. Public voice, P04, and the invoked spokesperson, R01, make direction addressable and disputable. The executive challenge and parliamentary reply demonstrate an exchange over standing, not effective sanction.

The clearest response relation concerns access. A speaker identifies an unusable prerequisite, K01; an announced edit or direct link can answer that specific problem through P03 [A01]. In E-13, c0133 (nlwDhOM62PlpaRB/mA/4ustak80=, item dfrcnt4, thread 634q8y, hour 61.23861111111111): "bisa kasih link nya, bos. ga bisa baca koordinat inih XD" is followed by c0134 (3bQOyTeZp0aaBuQ9bReGPn9JAGU=, item dfrcwbb, thread 634q8y, hour 61.359722222222224): "Sudah diedit bos". At the Dutch site, an explicit coordinate-reading difficulty receives a direct link. A separate script request asks for convenience, not relief from a stated inability; that response remains P03 evidence but is not an A01 instance. A row-count question receives a venue referral instead. The relation concerns a public response, not a demonstrated change in pixels or an automatic answer to every question.

Territorial terms can also change operating directions. A bot author names the official move as the reason to stop the old bot, linking P05 to P03 [A02]. c0113 (L91k1zcLZ4HvbO6aD7Zicpos9Hk=, item dfrdvhb, thread 6345ji, hour 61.897222222222226): "Karena sudah ada perintah resmi dari KrJQ3VtWcCxLviJPz5lFrS+d8qo= untuk pindah tempat, bot yang ini bisa distop dengan refresh pagenya." The words supply the reason for the directive. They do not show that all users stopped. An early report of a new site lacks that agreement bridge, and an updated-location script does not establish that it ran or kept the new flag.

Accounts of agency, P06, remain disputed. One participant blames unauthorized expansion and retaliation; another denies an outsider's representation. In the aftermath trial demand, naming war without orders gives the proposed accountability task, P07, an alleged wrong to address [A03]. c0218 (qW1kOmHd5um+Eo3PIjB9P0FvNfw=, item dfsreyt, thread 63anhk, hour 82.17083333333333): "ADILI PEMBELOT YANG MEMULAI PERANG TANPA ABA-ABA!!!!!" Other blame episodes end in negotiation, disavowal or treason play. No general escalation from accusation to tribunal is supported. The court venue and the later uncoded filer/lawyer question show proposed work, not a filed or adjudicated case.

Placement closure, K02, prevents continued placement under the event's rules. It does not prevent a public request, an announced dissolution or a proposed accountability procedure. P03 includes requests to remove an intrusive bot; P04 includes dissolution of the named command. The last coded coordinating item is the court venue at hour 82.21444444444444, not a demonstrated endpoint for all organizing. A later in-window uncoded question remains context and cannot alter that coded measure.

Participants also value, lament and redirect experience, P08. c0160 (qqoZsCLUYmkkiYJZgysvFfG0dKE=, item dfrfkme, thread 634w3m, hour 62.97694444444444): "Nothing lasts forever, but it was fun watching /r/indonesia redditors working together to create something. The result isn't very important, the process which is fun." differs from c0222 (PH/SnmvmCQUeB1g8Il/6xS3pjN0=, item dfsz0sy, thread 63anhk, hour 85.24388888888889): "I'm still salty that we couldn't hold our ground till the end". A later post offers music to divert attention from defeat and politics. These are different positions and acts, not a measured movement from grief to recovery. The reported loss concerns the maintained main flag; retained images and reports of other marks limit a total-loss story. Future wishes and a hoped-for busy Discord do not establish built capacity.

The rival that Reddit only narrates work elsewhere is too broad for the visible commitments and replies. The content and effects of referred Discord discussion, P09, remain unavailable. A relation from public voice to effective maintenance, A04, and a relation from referral to achieved agreement, A05, remain outside the model. With those hypotheses removed, the account still describes bounded public responses, altered instructions, contested claims and attempted work after closure.

Elements and ranges

The elements are typed processes, conditions and a role, linked to the unchanged R3 structure. Arrows operate between elements, not directly between theme counts. Their initial evidential scope is in range; standing does not mean universal. The model relates presences and specified actions, not degrees of coordination or emotional intensity.

P01: Calling people to an identifiable shared mark and working out what or where to contribute.

Kind: process. Tier: T4-001. Dimension: D01. Range: Live placement attempts; a recognizable flag does not settle a site or an agreed aim.

Evidence: c0006, c0007, c0170, c0171. Since: R4-pass-1. Status: standing within its stated range.

P02: Undertaking and supporting repeated maintenance through manual commitments and placement tools.

Kind: process. Tier: T4-002. Dimension: D01. Range: While a placement task is available; reports and tool offers do not measure actual pixels or survival.

Evidence: c0094, c0095, c0096, c0097, c0098, c0163. Since: R4-pass-1. Status: standing within its stated range.

P03: Requesting, supplying or withdrawing operational corrections and tools.

Kind: process. Tier: T4-002. Dimension: D01. Range: Public correction requests, responses and changed directives, including intrusive-bot removal attempts; their completion, compliance and placement effects remain separate observations.

Evidence: c0133, c0134, c0174, c0175, c0113, c0115; held findings F-001, F-002. Since: R4-pass-1. Status: standing within its stated range.

P04: Seeking, enacting, challenging and announcing the end of collective direction.

Kind: process. Tier: T4-003. Dimension: D01. Range: Requests and performed public office during the event and explicit dissolution after it; accepted authority is not assumed.

Evidence: c0010, c0011, c0044, c0045, c0205. Since: R4-pass-1. Status: standing within its stated range.

P05: Proposing, bargaining over and relinquishing the territory of the shared effort.

Kind: process. Tier: T4-004. Dimension: D02. Range: Public taking, restraint and settlement terms; incompatible proposals may coexist and permission need not secure a site.

Evidence: c0121, c0123, c0112, c0186, c0183; held findings F-002. Since: R4-pass-1. Status: standing within its stated range.

P06: Recounting and disputing who acted, what followed and who owes an answer.

Kind: process. Tier: T4-005. Dimension: D02. Range: Participants' accounts and attributions, live and retrospective; no independent verification of their causal explanations.

Evidence: c0140, c0127, c0128, c0218; held findings F-003. Since: R4-pass-1. Status: standing within its stated range.

P07: Proposing an accountability procedure and a venue for unauthorized action.

Kind: process. Tier: T4-005. Dimension: D02. Range: The aftermath public proposals; filing, adjudication and enforcement are unobserved.

Evidence: c0213, c0215, c0218, c0219; held findings F-003. Since: R4-pass-1. Status: standing within its stated range.

P08: Valuing, lamenting and playfully redirecting experience of the joint effort.

Kind: process. Tier: T4-006. Dimension: none. Range: Different speakers during and after placement; no common emotion, successful recovery or future capacity is inferred.

Evidence: c0160, c0161, c0118, c0204, c0225; held findings F-004. Since: R4-pass-1. Status: standing within its stated range.

P09: Referring current organizing discussion to another venue.

Kind: process. Tier: T4-002. Dimension: D01. Range: Public invitations and referrals to Discord; its deliberations and outcomes remain outside the inspected record.

Evidence: c0107, c0125, c0154, c0155, c0176, c0177. Since: R4-pass-1. Status: standing within its stated range.

K01: A contributor states that a direction or required access material is not usable for the intended contribution.

Kind: condition. Tier: FP-01. Dimension: D01. Range: Stated access impediments in public requests, not every instance of uncertainty or a measured mental state.

Evidence: c0133, c0170; held finding F-001. Since: R4-pass-1. Status: standing within its stated range.

K02: Placement has closed while public discussion and proposals remain possible.

Kind: condition. Tier: t12. Dimension: none. Range: The contract's hour-73 boundary and participants' aftermath words; it does not date all organizing's end.

Evidence: c0117, c0204, c0205, c0218; held findings F-004. Since: R4-pass-1. Status: standing within its stated range.

R01: An addressable public spokesperson or commander whose standing can be invoked or contested.

Kind: role. Tier: T4-003. Dimension: D01. Range: A publicly invoked or performed position, not proof of appointment, representation of all users or enforceable power.

Evidence: c0181, c0044, c0045, c0129. Since: R4-pass-1. Status: standing within its stated range.

Grounded relations

A01 and A02 are local transitions supported by speakers' words and ordered replies, with no numeric interval claimed. A03 is a justificatory co-occurrence in the trial demand, not a measured causal escalation. None is labelled strong. No base-rate test of recurrence was performed; null is unavailable, not a beaten rate. Their empirical limits and contrary cases remain in every record below.

A01: A visible access problem can receive a concrete public response.

{
  "support_transition": [],
  "base_rate_beaten": null,
  "since": "R4-pass-1",
  "status": "bounded",
  "id": "A01",
  "from": "K01",
  "to": "P03",
  "kind": "transition",
  "grounding": "coder-stated",
  "grounding_note": "Read the coder's explicit request/edit connection and the quoted words in E-13; tested the whole Dutch-site exchange and the stopped opening. No supplied content, an unrelated answer or reversed order would defeat the claimed response. Rechecked c0133 and c0170 against c0174 after critic:error-001; only explicit coordinate-reading difficulty supplies K01 here.",
  "sampled_against": [
    {
      "unit": "episode",
      "id": "E-14",
      "why_chosen": "Another target and thread with access and design questions could show no requested material supplied.",
      "found": "holds"
    },
    {
      "unit": "episode",
      "id": "E-02",
      "why_chosen": "A stopped beginning has prerequisites and leadership requests that could defeat an all-questions-get-repaired claim.",
      "found": "not testable"
    }
  ],
  "strength": "fair",
  "units": [
    {
      "unit": "episode",
      "id": "E-13"
    }
  ],
  "mechanism": "A request explicitly identifies difficulty reading coordinates; the inspected response supplies an edit or direct link, without proving that the contribution was executed.",
  "mechanism_fails_if": "The reply does not supply the requested access material, concerns another problem or precedes the request.",
  "mechanism_failure_present": "false",
  "negative_check": "tested-absent",
  "bound": "Observed direct-access requests receiving supplied material; no general promise that design, authority or every prerequisite question gets a public solution.",
  "in_model": true,
  "support": [
    {
      "code": "c0133",
      "quote": "bisa kasih link nya, bos. ga bisa baca koordinat inih XD",
      "cite": {
        "author": "nlwDhOM62PlpaRB/mA/4ustak80=",
        "end": 56,
        "hour": 61.23861111111111,
        "item": "dfrcnt4",
        "start": 0,
        "thread": "634q8y"
      }
    },
    {
      "code": "c0134",
      "quote": "Sudah diedit bos",
      "cite": {
        "author": "3bQOyTeZp0aaBuQ9bReGPn9JAGU=",
        "end": 16,
        "hour": 61.359722222222224,
        "item": "dfrcwbb",
        "start": 0,
        "thread": "634q8y"
      }
    },
    {
      "code": "c0170",
      "quote": "bisa dapet linknya langsung nggak? gk ngerti cara baca koordinat :u",
      "cite": {
        "author": "msvIx9Ejj94WDjZrKQca01u9fqo=",
        "end": 67,
        "hour": 70.79333333333334,
        "item": "dfrsspt",
        "start": 0,
        "thread": "63720w"
      }
    },
    {
      "code": "c0171",
      "quote": "https://www.reddit.com/r/place#x=271&y=1",
      "cite": {
        "author": "KrJQ3VtWcCxLviJPz5lFrS+d8qo=",
        "end": 40,
        "hour": 70.86055555555555,
        "item": "dfrt013",
        "start": 0,
        "thread": "63720w"
      }
    }
  ],
  "gloss": "A visible access problem can receive a concrete public response.",
  "counterexample_response": "E-02's unanswered leadership request and E-14's row-count referral challenge the broader all-questions-get-repaired hypothesis. They are not failures of the retained coordinate-access response. No failure appears in the inspected coordinate-reading request/response instances; this weak absence within selected public text does not establish a general success rate. The script request c0174 asks for convenience and remains P03 evidence, not K01 or A01 evidence."
}

A02: Changing a territorial arrangement can change what maintainers are told to keep doing.

{
  "support_transition": [],
  "base_rate_beaten": null,
  "since": "R4-pass-1",
  "status": "bounded",
  "id": "A02",
  "from": "P05",
  "to": "P03",
  "kind": "transition",
  "grounding": "coder-stated",
  "grounding_note": "Read the explicit reason in c0113 beside the announced terms, and sampled old-site bot discussion, a revised script and an early new-site report. An unexplained new location is not a bridge. No failed stated-reason connection is observed in the inspected instances. This is not evidence of universal compliance or of successful relocation.",
  "sampled_against": [
    {
      "unit": "episode",
      "id": "E-09",
      "why_chosen": "The old-site operating thread might continue the old target despite an agreement.",
      "found": "holds"
    },
    {
      "unit": "episode",
      "id": "E-17",
      "why_chosen": "The script discussion might show that relocation terms do not establish tool use or stability.",
      "found": "not testable"
    },
    {
      "unit": "episode",
      "id": "E-03",
      "why_chosen": "An earlier new-site work report could be a move without the proposed agreement link.",
      "found": "not testable"
    }
  ],
  "strength": "fair",
  "units": [
    {
      "unit": "episode",
      "id": "E-13"
    },
    {
      "unit": "episode",
      "id": "E-14"
    }
  ],
  "mechanism": "A speaker treats the announced move as a reason to withdraw obsolete operating directions and tell contributors to stop the old bot or maintenance target.",
  "mechanism_fails_if": "The purported stop instruction carries no move reason or concerns an unrelated operation; changed instructions are wrongly presented as observed compliance.",
  "mechanism_failure_present": "false",
  "negative_check": "tested-absent",
  "bound": "Explicit author-given reason for changed directions, not the cause of every move, actual bot shutdown or lasting settlement.",
  "in_model": true,
  "support": [
    {
      "code": "c0112",
      "quote": "Wilayah baru /r/indonesia akan dimulai dari (109,698) hingga\n       (136,720)\n    2. Orang-orang dari /r/dwarffortress akan membantu pembangunan ulang.\n    3. Meminta semua warga /r/indonesia untuk menghentikan vandalisme terhadap\n       /r/armok.",
      "cite": {
        "author": "KrJQ3VtWcCxLviJPz5lFrS+d8qo=",
        "end": 875,
        "hour": 60.964444444444446,
        "item": "dfrc40s",
        "start": 628,
        "thread": "6345ji"
      }
    },
    {
      "code": "c0113",
      "quote": "Karena sudah ada perintah resmi dari KrJQ3VtWcCxLviJPz5lFrS+d8qo= untuk pindah tempat, bot yang ini bisa distop dengan refresh pagenya.",
      "cite": {
        "author": "L91k1zcLZ4HvbO6aD7Zicpos9Hk=",
        "end": 117,
        "hour": 61.897222222222226,
        "item": "dfrdvhb",
        "start": 0,
        "thread": "6345ji"
      }
    },
    {
      "code": "c0115",
      "quote": "Anyone still maintaining our flag near Brazil, please stop and relocate to the new location. Some other subs wanna use that area",
      "cite": {
        "author": "JKqipKSoMRiIcOJCQ7Gc9vIS5hc=",
        "end": 325,
        "hour": 70.67916666666666,
        "item": "dfrsgcw",
        "start": 197,
        "thread": "6345ji"
      }
    }
  ],
  "gloss": "Changing a territorial arrangement can change what maintainers are told to keep doing.",
  "counterexample_response": "E-03's new-site tidying lacks an agreement bridge; E-17's updated script does not prove deployment. Neither substantiates a general agreement-causes-rebuilding claim. The surviving relation is the explicitly justified change of public operating instructions."
}

A03: The named unauthorized act gives a proposed trial its object.

{
  "support_transition": [],
  "base_rate_beaten": null,
  "since": "R4-pass-1",
  "status": "bounded",
  "id": "A03",
  "from": "P06",
  "to": "P07",
  "kind": "co-occurrence",
  "grounding": "codes-read",
  "grounding_note": "The trial demand itself names starting war without orders as its alleged wrong. Read the entire post-closure thread and compared other blame exchanges before strength; temporal order alone is not the warrant.",
  "sampled_against": [
    {
      "unit": "episode",
      "id": "E-11",
      "why_chosen": "Representation and responsibility are disputed without requiring a tribunal.",
      "found": "not testable"
    },
    {
      "unit": "episode",
      "id": "E-05",
      "why_chosen": "Treason and sanction play could expose a false progression from accusation to an operated procedure.",
      "found": "not testable"
    }
  ],
  "strength": "fair",
  "units": [
    {
      "unit": "episode",
      "id": "E-20"
    }
  ],
  "mechanism": "Attributing an unauthorized act specifies the alleged wrong that the public demand for a trial asks others to address.",
  "mechanism_fails_if": "The proposed procedure has no stated connection to the attributed act, or the model turns an accusation or venue suggestion into a completed tribunal.",
  "mechanism_failure_present": "false",
  "negative_check": "tested-absent",
  "bound": "A local justificatory connection in the aftermath demand; responsibility talk does not inevitably initiate a tribunal or produce adjudication.",
  "in_model": true,
  "support": [
    {
      "code": "c0218",
      "quote": "ADILI PEMBELOT YANG MEMULAI PERANG TANPA ABA-ABA!!!!!",
      "cite": {
        "author": "qW1kOmHd5um+Eo3PIjB9P0FvNfw=",
        "end": 53,
        "hour": 82.17083333333333,
        "item": "dfsreyt",
        "start": 0,
        "thread": "63anhk"
      }
    },
    {
      "code": "c0213",
      "quote": "perlu diadili itu",
      "cite": {
        "author": "kNRIuPxRTsQR7UpPjZGVMqacmso=",
        "end": 17,
        "hour": 81.01611111111112,
        "item": "dfsnxkn",
        "start": 0,
        "thread": "63anhk"
      }
    },
    {
      "code": "c0215",
      "quote": "I demand international tribunal",
      "cite": {
        "author": "MnEFBCUsVAtsP6T5srEELxrnMHo=",
        "end": 31,
        "hour": 81.28972222222222,
        "item": "dfsordu",
        "start": 0,
        "thread": "63anhk"
      }
    },
    {
      "code": "c0219",
      "quote": "r/karmacourt",
      "cite": {
        "author": "GA/8smIC0JNUwSaUmR3H9H0cQrs=",
        "end": 12,
        "hour": 82.21444444444444,
        "item": "dfsrjs6",
        "start": 0,
        "thread": "63anhk"
      }
    }
  ],
  "gloss": "The named unauthorized act gives a proposed trial its object.",
  "counterexample_response": "E-11's disavowal and E-05's sanction play challenge inevitable blame-to-tribunal escalation, not the retained connection within a demand that names unauthorized war as its alleged wrong. Neither is a failed instance of that local justification. No disconnected allegation/procedure pair appears in the inspected demand; the selected record cannot establish that such failures never occur. Filing and adjudication remain unobserved."
}

ungrounded relationships

A04, public direction causing effective maintenance, and A05, venue referral producing an agreement, have no demonstrated causal instance. The cited words show praise or referral, not the hypothesized effects. They are retained with in_model false in arrows.jsonl. They are absent from the grounded graph. No proposition should rely on them as observed relationships.

A04: The record does not establish that performed command caused effective maintenance.

{
  "support_transition": [],
  "base_rate_beaten": null,
  "since": "R4-pass-1",
  "status": "bounded",
  "id": "A04",
  "from": "P04",
  "to": "P02",
  "kind": "transition",
  "grounding": "reading-alone",
  "grounding_note": "A participant praises coordination and speakers invoke public command, but no quoted chain isolates command as the cause of effective maintenance.",
  "sampled_against": [
    {
      "unit": "episode",
      "id": "E-10",
      "why_chosen": "Concrete maintenance commitments could require an accepted single command or proceed without one shown.",
      "found": "not testable"
    },
    {
      "unit": "episode",
      "id": "E-05",
      "why_chosen": "A disputed executive order could expose the difference between performance and effective direction.",
      "found": "fails"
    }
  ],
  "strength": "thin",
  "units": [
    {
      "unit": "episode",
      "id": "E-24"
    }
  ],
  "mechanism": "Hypothesis only: a recognized current order would align maintenance contributions.",
  "mechanism_fails_if": "Office remains contested or the record shows no uptake attributable to that direction.",
  "mechanism_failure_present": "true",
  "negative_check": "counterexample",
  "bound": "Unsubstantiated effectiveness hypothesis; praise and addressability do not identify a causal effect.",
  "in_model": false,
  "support": [
    {
      "code": "c0161",
      "quote": "Koordinasinya bagus dari pakde.",
      "cite": {
        "author": "hZigCfpBBiktzbaiZAgK7hXvsnM=",
        "end": 31,
        "hour": 63.19888888888889,
        "item": "dfrfvzo",
        "start": 0,
        "thread": "634w3m"
      }
    }
  ],
  "gloss": "The record does not establish that performed command caused effective maintenance.",
  "counterexample_response": "The maintenance exchange has specific commitments without a demonstrated agreed commander; executive claims receive objections and later commands are called mixed. Praise prevents declaring office useless, but cannot establish the hypothesized effect."
}

A05: A public route to discussion does not establish a resulting agreement.

{
  "support_transition": [],
  "base_rate_beaten": null,
  "since": "R4-pass-1",
  "status": "bounded",
  "id": "A05",
  "from": "P09",
  "to": "P05",
  "kind": "transition",
  "grounding": "reading-alone",
  "grounding_note": "The ambassador and row-count replies refer speakers to Discord. The decisions there and any resulting terms are not observed.",
  "sampled_against": [
    {
      "unit": "episode",
      "id": "E-14",
      "why_chosen": "A concrete design question referred to Discord could return with an agreed answer, but no coded answer is shown.",
      "found": "not testable"
    },
    {
      "unit": "episode",
      "id": "E-11",
      "why_chosen": "A dispute referred to Discord could establish a decision, while later terms or disagreement could have another source.",
      "found": "not testable"
    }
  ],
  "strength": "thin",
  "units": [
    {
      "unit": "episode",
      "id": "E-13"
    }
  ],
  "mechanism": "Hypothesis only: moving discussion to a common venue would permit a negotiated arrangement.",
  "mechanism_fails_if": "No observed deliberation or returned decision connects the referral to the alleged agreement.",
  "mechanism_failure_present": "not-addressed",
  "negative_check": "not-addressed",
  "bound": "Off-platform decision contents and effects are unavailable.",
  "in_model": false,
  "support": [
    {
      "code": "c0154",
      "quote": "Ada yang mau jadi duta besar /r/indonesia dan mengajukan persekutuan sama FSM",
      "cite": {
        "author": "yVcK9jpSO2nL6MV/z5l47WADzOI=",
        "end": 77,
        "hour": 70.66388888888889,
        "item": "dfrsenz",
        "start": 0,
        "thread": "634q8y"
      }
    },
    {
      "code": "c0155",
      "quote": "yVcK9jpSO2nL6MV/z5l47WADzOI= harap masuk Discord.",
      "cite": {
        "author": "KrJQ3VtWcCxLviJPz5lFrS+d8qo=",
        "end": 32,
        "hour": 70.7525,
        "item": "dfrsoae",
        "start": 4,
        "thread": "634q8y"
      }
    },
    {
      "code": "c0176",
      "quote": "Merahnya berapa garis? 16 :15?",
      "cite": {
        "author": "TIM3wN/6qrBz3omSkRaz9950+MQ=",
        "end": 47,
        "hour": 71.61555555555556,
        "item": "dfrvaf8",
        "start": 17,
        "thread": "63720w"
      }
    },
    {
      "code": "c0177",
      "quote": "Bahas di Discord saja.",
      "cite": {
        "author": "KrJQ3VtWcCxLviJPz5lFrS+d8qo=",
        "end": 26,
        "hour": 71.71111111111111,
        "item": "dfrvl82",
        "start": 4,
        "thread": "63720w"
      }
    }
  ],
  "gloss": "A public route to discussion does not establish a resulting agreement.",
  "counterexample_response": "The record provides referrals but no observed Discord deliberation or outcome for these questions. Retain routing as an element and withdraw the asserted effectiveness link rather than treating the missing outcome as failed coordination."
}

Model with and without the unsubstantiated hypotheses

The grounded graph consists of K01 to P03 [A01], P05 to P03 [A02], and the justificatory connection P06 to P07 [A03]. Other elements describe relevant acts, roles and conditions without an asserted causal edge.

The speculative overlay would add P04 to P02 [A04] and P09 to P05 [A05]. Removing that overlay changes no observed reply, stated move reason or proposed trial. It removes claims that the record cannot establish about command effectiveness and unseen agreement. These are the two versions of the model shown here; the overlay is never presented as the grounded model.

Dimension projection and support mass

At D01's internal level, A01 concerns an access problem and a public correction. The cross-dimension instance A02 runs from P05 in D02 to P03 in D01: a changed territorial arrangement supplies a reason to change operating directions. Inside D02, A03 connects an attribution with its proposed accountability task. These lower-level mechanisms do not collapse into one dimension-level causal relation. The following are support-code coverage masses, not counts of connections, people or successful practices.

D01 internal: {mode: coverage, unit: codes, n: 4, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 5637}.

D01 in: {mode: coverage, unit: codes, n: 3, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 4830}.

D01 out: {mode: coverage, unit: codes, n: 0, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 4832}.

D02 internal: {mode: coverage, unit: codes, n: 4, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 4834}.

D02 in: {mode: coverage, unit: codes, n: 0, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 4836}.

D02 out: {mode: coverage, unit: codes, n: 3, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 4838}.

All projection windows are 0 <= hour <= 97; both endpoint ID and item lists are empty. Mass with and without multiple-placement doubles is the same because the higher assignment log contains no multiple placement. The calculation deduplicates support-code IDs; it never weights the model by code mass. D01 has no outgoing grounded inter-dimension arrow here, and D02 no incoming one. In this limited graph the global apparatus calls those residue and condition positions. Those graph terms do not establish that one dimension is an outcome or causal prerequisite in the community. The undimensioned P08 remains described rather than forced into that projection.

Dynamics, returns and endings

Changing a target can require renewed access work and different tool instructions. The episode account shows repeated maintenance and rebuilding attempts, but it does not run a complete feedback cycle with an evidenced return caused by earlier steps. No loop is claimed and loops.jsonl is deliberately empty. Similar repair words or a cycle drawn on paper would not supply a dated loop.

Hour 73 is irreversible for placement in this event. Public proposals, care for the venue, recollection and appraisals can continue. The announced dissolution ends a named command in its author's statement. Neither loss of ground nor that announcement proves all organizing ended. The coded aftermath measurement remains 7 coordinating distinct coded items of 35 strictly after hour 73, share 0.2, receipt 1502: {mode: aftermath, unit: items, n: 7, denominator: {unit: items, n: 35, of: distinct coded items strictly after hour 73}, receipt: 1502}. The coded frame ends within the supplied hour-97 window; there are no coded boundary items at hours 73 or 97. This is coded coverage of public activity, not the population share of all work.

What challenges the account

For A01, the strongest coder-selection objection is that the analyst sees a request/answer pair because coding retained it as a connection. The literal request and announced edit, plus Dutch-site requested content, support the local response reading; they cannot establish its prevalence or the effect on placement. The row-count referral and early leadership request prevent a universal repair narrative.

For A02, coding may preserve official agreements because they already sound connected. The bot-stop quote itself says why its author changes the instruction, while the early new-site report lacks that bridge. This separates a stated reason from mere adjacency, but supports only changed directions, not an independently proved organizational effect.

For A03, grouping responsibility and trial talk could manufacture progression. The demand itself specifies unauthorized war as its alleged wrong, which supports the local justificatory relation. E-11 and E-05 do not reach a tribunal and defeat escalation as a general stage model. The later proposal remains attempted work.

The odd test E-20 can be narrated by P06 and P07 after K02, without inventing continuing placement. E-02 stops with P01, contested P05 and requests for P04, leaving an arrangement unestablished. E-10 has specific P02 commitments without proof of effective R01 command. These tests preserve different degrees of completion instead of loosening each element until it promises success.

looked-for-and-not-found

I looked for an evidenced connection from performed office to effective maintenance, a returned Discord decision for the referred questions, an agreement bridge for the early new-site report, a complete dated loop, an operated tribunal and implemented next-event capacity. The first two remain the unsubstantiated hypotheses above. The other gaps remain explicit in the episode comparisons and contextual remainder. The public selected record, missing/deleted text and unseen venues make these weak absence observations. They do not establish nonexistence elsewhere.

The record does not independently establish the truth of retaliation explanations or a causal bridge from the troubled southern rebuild to Dutch permission. The model retains participants' stated explanations and an observed sequence at the level warranted. It also does not infer a collective emotional transition from contrasting speakers.

Structure retained and unused material

The model uses T4-001 through T4-006 without changing their gates or memberships. P01 uses t01 and t02; P02 and P03 use t03, t05 and t15 plus individually placed helping reports; P04 and R01 use t06, t07 and c0205 from t16; P05 uses t04, t09 and territorial parts of t14; P06 and P07 use t08, t13 and c0219 from t17; P09 uses the current referrals in t10; P08 uses t11's appraisals, t12, the remaining t17 reframing and c0220 from t14. No whole coder theme is unused. Contextual children of t10 and t16 remain unpicked as recorded at R3.

No independent novel concept is claimed. The alternative candidates and recalled, unverified neighbouring terms stay in concept.md. The model adds a dynamic account of the bounded instances; it does not establish population composition or a general theory of all temporary volunteer efforts. The story comparisons and accepted independent critic test this candidate. The two scope errors identified in pass 1 are corrected in pass 2; earlier records remain intact.

Critic corrections and scope of negative tests

Pass 2 removes the convenience-script pair from A01 and c0174 from K01. The coordinate-reading requests and supplied edit/link remain. F-001@R4#2 holds that narrower finding. The removed convenience request still belongs to P03; it is not deleted or recoded.

The failure flags on A01 and A03 now describe their retained mechanisms, not the stronger hypotheses already excluded by their bounds. False means no within-scope failure observed in the inspected instances. Their tested-absent values are weak absence claims limited to those instances and the recorded comparisons, not evidence of a failure-free population. E-02 and the row-count referral challenge universal responsiveness; E-11 and E-05 challenge inevitable escalation. They are marked not testable for the retained narrow relations, with the broader challenges preserved in counterexample_response. A02 likewise records no observed failure of its author-given reason, without treating missing deployment or compliance evidence as success.

The critic's alternative makes sources and venues jointly addressable and collects office and responsibility under collective agency. Those are defensible contrasts, so this tier is not uniquely determined. The retained structure separates supplying a usable route from authorizing public direction, and challenging current office from reconstructing responsibility. It also separates an announced dissolution and actual help from appraising an ending. This preserves the acts shown without inferring effective authority or making an aftermath category substitute for a shared practice. Future coalition and size wishes remain contextual residue, rather than becoming a capacity mechanism because the rival can bundle them with appraisals. Full reasons and quote checks are in notes-R4.md.

Support-reference repair in pass 5

The full stage check identified incomplete episode declarations. A02 now declares E-14 as well as E-13, because its already-cited c0115 belongs to the Dutch relocation episode. A04 declares E-24, which contains its praise quote c0161; it remains an unsubstantiated hypothesis outside the graph. A05 declares E-13 for the ambassador/referral pair c0154 and c0155; its row-count comparison remains E-14. These are evidence-location corrections, not newly observed effects. No support words, episode bracket, mechanism, failure test or strength changes. The model remains three grounded local relations with two effectiveness hypotheses outside it.

Representative data structure

Target length: a readable representative display; complete placements remain in structure.md and assignments.jsonl.

Rows were chosen to show every original coder theme and each split practice or contextual edge, not the modal example. Quoted spans come from the citation gateway; concepts and theme labels are reproduced unchanged. Names are optional coined interpretations, not replacement labels. All quotes are from r/indonesia; attribution, instrument hour, item and thread accompany each span. No row's position implies a causal sequence.

Residue and range

No original coder theme is wholly unused: split themes are accounted for code by code. Contextual material includes the venue hope in c0201 and next-time coalition wish in c0196, shown above; the remaining future wishes keep their explicit contextual assignments. These are not implemented capacity. The optional name for t16 remains exploratory despite its stronger wording. T4-006 has no dimension because experienced value is neither contribution usability nor collective entitlement/attribution: c0160 values process, while c0222 sustains hurt. c0113 remains placed under territorial regulation because its primary act invokes moving to stop old work, even though the model relates it to operational correction. The table preserves that distinction between static placement and dynamic relation. Original coder labels do not change when a split first-order concept does different work. No count of rows is evidence of practice prevalence.

Dynamic model figure specification

Target length: under 1,500 words.

Source and reading

The drawing is generated by the controller from the selected pass 5 model and propositions.jsonl. This text is a source specification, not a substitute for inspecting the rendered image. Read three sparse local relations, not a single pipeline. The controller's rendered layout has two columns, not a distinct mediator column: most practices and conditions are on the left, with local responses P03 and P07 on the right. It is a sparse relational lattice with local process/justification links, not an integrated process pipeline. Conditions and an addressable role orient the practices, but proximity draws no extra causal edge. Placement stops at hour 73 (K02); public discussion and proposed work need not stop. There is no dated feedback loop.

Boxes

All twelve boxes remain because cutting the unlinked practices would turn a bounded process model into an inaccurately narrow repair diagram. The count is an inventory of typed objects, not an empirical rate. D01 organizes object/means/voice; D02 extent/attribution; T4-006 stays ungathered.

Arrow instances and proposition tags

A01: K01 -> P03, tag N01, fair coder-stated transition. Instance: c0133, nlwDhOM62PlpaRB/mA/4ustak80=, hour 61.23861111111111, item dfrcnt4, thread 634q8y: “bisa kasih link nya, bos. ga bisa baca koordinat inih XD”. Reply c0134, 3bQOyTeZp0aaBuQ9bReGPn9JAGU=, hour 61.359722222222224, item dfrcwbb, same thread: “Sudah diedit bos”. An explicitly stated impediment receives an announced edit. The direct Dutch link in c0171 addresses c0170 as another inspected instance. No placement effect or general response rate is drawn.

A02: P05 -> P03, tag N02, fair coder-stated transition. Instance c0113, L91k1zcLZ4HvbO6aD7Zicpos9Hk=, hour 61.897222222222226, item dfrdvhb, thread 6345ji: “Karena sudah ada perintah resmi dari KrJQ3VtWcCxLviJPz5lFrS+d8qo= untuk pindah tempat, bot yang ini bisa distop dengan refresh pagenya.” The author's explicit move reason bridges territorial terms and changed instructions. No actual shutdown or stable rebuilding is drawn.

A03: P06 -> P07, tag N03, fair codes-read co-occurrence. Instance c0218, qW1kOmHd5um+Eo3PIjB9P0FvNfw=, hour 82.17083333333333, item dfsreyt, thread 63anhk: “ADILI PEMBELOT YANG MEMULAI PERANG TANPA ABA-ABA!!!!!”. c0219, GA/8smIC0JNUwSaUmR3H9H0cQrs=, hour 82.21444444444444, item dfsrjs6, same thread: “r/karmacourt”. The alleged unauthorized act specifies what the demand seeks to try. The line denotes local justification, not a caused or completed tribunal. The earlier trial demands are not rearranged to imply escalation.

All arrow instances concern this one case. No cross-community prevalence count or population generalization is available in a room-only sibling. Their support is quoted words, not an across-room numerator. All three support arrays contain exact quotations; no arrow uses a separately measured support_transition interval.

With and without theorised arrows

The two generated views should have the same three proposition-carried links. No retained proposition is wholly reading-alone. A04 (command causing effective maintenance) and A05 (referral causing agreement) remain outside the retained graph and have no proposition tag: praise and routing are visible but the alleged effects are not. They are not drawn even in the with-theorised view because no observed effect instance is available. This is deliberate, not evidence that the hypotheses are false everywhere.

What the figure leaves out

It leaves out those two ungrounded effectiveness links, measured prevalence, other cases, unseen Discord contents, actual pixel trajectories, filed/adjudicated outcomes and implemented future capacity. Every coder theme has some placed material, but future wishes and venue hopes stay contextual. The diagram cannot convey the full register of jokes, national office, ironic credit, hurt and music scattered across topical coder themes; the representative table and account preserve those words. No causal edge is licensed merely by a box sharing a tier, column or time band with another box.

Inspection of controller output

I inspected the source-bound model.png at render version 40cfe16da06aa5d93aea1ffca069001cd7816d3add6bfcdaf80aa6a40efebce3. All twelve boxes are legible and the only lines are A01/N01, A02/N02 and A03/N03. K02 explicitly names hour 73 and the continuing possibility of proposals. No excluded effectiveness link or loop appears. I corrected this specification's initial claim of a middle column to match the actual two-column lattice. A03 uses an ordinary arrowhead, so its caption and account explicitly limit it to co-occurrence/local justification, not causal escalation. The rendered table source was read to EOF: it retains all six columns, attribution and contextual/ungathered paths. Its renderer displays literal line-break markup in cells; the words and metadata remain readable and unchanged in data_structure.md. No scientific source correction or new model pass is warranted. With no proposition-carried theorised links, the with/without versions are substantively identical; the gateway supplies one image, not an invented second rendering.

Claims against their evidence

Target length: under 1,600 words.

The propositions are local words-carried claims. They are not measured population tendencies, claims of effective arrangements or claims that the four universal problems were solved. There is no global return verdict available at this room-only close. The accepted R4 critic and complete episode comparisons are recorded checks, not substitutes for future validation. No branch ledger is available here.

Other account claims and thin hypotheses

Validation boundary

Words claims receive resolved passages, context and contrary readings. Only the explicitly typed aftermath description uses a counted distribution; it receives its matching instrument denominator and fixed bracket. No proposition is both-carried or primarily pattern-carried, so no exemplar/count substitution occurs. No R6 switch of evidential basis is made. The earlier prelogged literature-prompted reread remains separately marked abductive. Thin hypotheses remain in the scientific record and confidence grades, not hidden by omission from the figure. Unobserved operational outcomes, off-platform deliberation and partial public selection limit every negative claim specifically where named above.

Higher themes

Target length: under 2,500 words.

These coined constructs group shared practices, not shared vocabulary or consecutive replies. Labels and IDs below the higher tier remain as coded. This is an initial R3 structure, not a dynamic model. All source evidence is from r/indonesia.

T4-001: Making a shared object actionable

Declaration: coined; source: none. Gloss: Call people to a recognizable flag and specify what or where to contribute.

A contribution needs a referent. Recruitment and specification jointly turn a national presence into something a reader can locate, imagine or add to. The object can be a flag, lettering or another proposed mark, and can remain contested. The grouping does not assume a single inherited goal or completed artifact.

Members: t01, t02.

Question: How is an intended shared object made recognizable enough to invite a contribution?

Nearest boundary: Against T4-002, specify the object or where to find it rather than sustaining the means of execution; against T4-004, do not decide entitlement to others' space.

Variation: Initial calls through concrete letters, coordinates, landmarks, design objections and questions about the next specification.

Not: A claim that all readers accepted one goal, a working tool, an entitlement to territory or an effective leader.

Disconfirmation elsewhere: In another setting, calls and specifications never give contributors any common referent and are unrelated slogans or independent private projects.

Dimension: D01.

Assignment coverage, not prevalence: {mode: coverage, unit: codes, n: 35, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3408}.

T4-002: Sustaining distributed execution

Declaration: coined; source: none. Gloss: Keep contributions usable through work commitments, tools, correction and current discussion routes.

People support a shared effort by undertaking repeat work and repairing or supplying the means that let dispersed contributions proceed. Human watch, executable scripts, browser corrections and referrals to a current discussion venue are different ways of sustaining execution. A venue referral makes access to discussion available, not its unseen decision or success.

Members: t03, t05, t15, c0107, c0125, c0155, c0177, c0016, c0097, c0098, c0108.

Question: How do dispersed contributions get maintained and made usable without assuming a manager or an effective tool?

Nearest boundary: Against T4-001, sustain execution rather than specify its object; against T4-003, provide working means rather than establish who or what speaks as collective direction.

Variation: Manual care and reciprocal watch through automation, display/link errors, intrusive bots and public referrals to Discord.

Not: Demonstrated deployment of every script, universal compliance, successful off-platform agreement or durable organization.

Disconfirmation elsewhere: In another setting the offered tools, repairs and routes bear no relation to making joint contributions possible, and only display technical taste.

Dimension: D01.

Assignment coverage, not prevalence: {mode: coverage, unit: codes, n: 47, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3411}.

T4-003: Giving collective direction a public voice

Declaration: coined; source: none. Gloss: Seek, enact, challenge or dissolve a recognizable source of collective directions.

Collective direction becomes publicly addressable through requests for a leader or a current order and through speakers inhabiting or disputing state and military roles. The practical question of whom to ask meets a performed public office, not necessarily an accepted hierarchy. Dissolution withdraws the announced command's standing. Humour and contested authority remain within the variation, not evidence of effective control.

Members: t06, t07, c0205.

Question: How does public discussion make collective direction addressable, and who can claim to speak it?

Nearest boundary: Against T4-002, address the source, standing or currency of direction, not its executable means. Against T4-005, stage or seek direction rather than explain who caused a past conflict.

Variation: Unanswered leadership requests and competing-current-order complaints through mock decrees, ambassadors, parliamentary justification, ceremonial awards and dissolution.

Not: Evidence that a mock president holds enforceable authority, that all office language is serious, or that a dissolution ended every organizing attempt.

Disconfirmation elsewhere: In another setting office language neither identifies an addressable collective voice nor invites role-based challenge; it is disconnected costume talk.

Dimension: D01.

Assignment coverage, not prevalence: {mode: coverage, unit: codes, n: 25, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3415}.

T4-004: Regulating territorial ambition

Declaration: coined; source: none. Gloss: Propose, bargain over, restrain or relinquish the space a collective effort may take.

Expansion, diplomacy and restraint address a shared problem: how far a flag's intervention may extend in a populated canvas. Taking a neighbour's space, exchanging rebuilding help and releasing an abandoned site are opposed answers to that problem. Their grouping does not turn different speakers into one changing community mind, or claims of permission into proof of settlement.

Members: t04, t09, c0019, c0050, c0039, c0080, c0104, c0105, c0123, c0124, c0130, c0093, c0086, c0113, c0115, c0183, c0186.

Question: What extent of intervention is proposed, negotiated, defended or relinquished?

Nearest boundary: Against T4-001, settle extent in relation to other claims rather than the mark's mere dimensions; against T4-005, address what may be done or exchanged rather than who caused or owes an account of a conflict.

Variation: Unilateral conquest and alternatives through reciprocal assistance, conditional truces, permissions, non-aggression and abandoning a site.

Not: Consensus, a durable treaty, successful rebuilding or a causal progression from aggression to cooperation.

Disconfirmation elsewhere: In another setting apparent expansion, restraint and bargains concern unrelated individual marks and do not address competing claims to shared space.

Dimension: D02.

Assignment coverage, not prevalence: {mode: coverage, unit: codes, n: 54, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3418}.

T4-005: Reconstructing agency and responsibility

Declaration: coined; source: none. Gloss: Ask or explain who acted, what followed and who owes an answer.

Participants make collective events intelligible by assigning acts and consequences to people or groups, questioning those accounts and proposing accountability. Neutral origin reconstruction and accusations differ in blame, but both make agency legible. Denying that an ally represents a group limits responsibility, while a trial demand extends it into a proposed procedure. The participants' causal explanations remain theirs.

Members: t08, t13, c0219.

Question: Whose actions and commitments can account for the shared outcome, and who can be called to answer?

Nearest boundary: Against T4-004, reconstruct agency or demand an account rather than negotiate territorial terms. Against T4-006, explain or assign the outcome rather than primarily value or reframe experiencing it.

Variation: Neutral origin stories, information questions and explanations through accusations, disavowals, broken-promise disputes and tribunal demands.

Not: An independently established causal history, verified culprit, agreed responsibility or completed tribunal.

Disconfirmation elsewhere: In another setting the narratives cannot identify or question any relevant agency or obligation, and accountability proposals do not concern the joint effort.

Dimension: D02.

Assignment coverage, not prevalence: {mode: coverage, unit: codes, n: 24, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3421}.

T4-006: Appraising and reframing joint work

Declaration: coined; source: none. Gloss: Value, lament, preserve or redirect attention from the experience of the effort.

Participants respond to what the joint effort means to them, including pride in working together, gratitude, a lost flag, persistent hurt, parody and diversion. These acts can make the same outcome valuable or painful without agreement between speakers. Appreciation, mourning and amusement are distinct responses to an experienced effort, not phases in an inferred emotional recovery.

Members: t12, c0037, c0038, c0054, c0109, c0141, c0160, c0161, c0178, c0119, c0206, c0207, c0198, c0220, c0131, c0091, c0216, c0217, c0225, c0226.

Question: What value and experience do participants attach to the effort and its ending?

Nearest boundary: Against T4-005, primarily express or reframe experience rather than reconstruct agency or demand an account. Against T4-002, acknowledge a contribution rather than undertake current maintenance.

Variation: Celebrating a completed mark and valuing process through thanks, preserved images, defeat, emptiness, letting go, ironic reward replies, parody and music.

Not: One shared emotion, demonstrated motivation, successful coping, or enduring organizational capacity.

Disconfirmation elsewhere: In another setting the playful and evaluative material is unrelated to participants' experience of the joint effort and only shares adjacency.

No dimension. Its question concerns the experienced value of joint work, not usable shared references or the extent and attribution of collective claims. Do not manufacture a one-theme dimension.

Assignment coverage, not prevalence: {mode: coverage, unit: codes, n: 34, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3424}.

Coder themes no higher theme took

No coder theme is left wholly unpicked; that is a property of the assignment register, not evidence of explanatory completeness. The following parts remain unpicked rather than forming a residual theme.

t10, c0201: hope for a busy Discord, not an undertaken task or observed enduring arrangement.

t16, c0194, c0195, c0196, c0197, c0199, c0223: waiting, next-time wishes, a missed helping plan and counterfactual recruitment. Do not turn these into demonstrated future preparation. Its dissolution code c0205 is placed separately.

The other split themes, t11, t14 and t17, have every child placed individually. Every child of every split has a status and reason in assignments.jsonl and its logged cut.

Unpicked code mass: {mode: coverage, unit: codes, n: 7, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3429}. Placed code mass: {mode: coverage, unit: codes, n: 219, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3426}. These are coverage within 0 <= hour <= 97; the endpoint lists are empty. No prevalence, adequacy or participant count follows. There is no multiple placement; the log is deliberately empty.

c0201, geTCzggSjR/EP32jfa5i9ybFzn8=, hour 83.60916666666667, item dfsvh5g, thread 63a5pg, offsets 0:58 (cite receipt 3023):

Gara2 /r/place server discord jadi rame. Semoga tetep rame

c0195, ZUlGJjCZV7mb7l9K/MGS+pHgMMM=, hour 79.33166666666666, item dfsiyrd, thread 63a5pg, offsets 241:292 (cite receipt 3072):

maybe make better defendable flag size r/indonesia?

c0196, ZUlGJjCZV7mb7l9K/MGS+pHgMMM=, hour 79.33166666666666, item dfsiyrd, thread 63a5pg, offsets 450:480 (cite receipt 3074):

maybe more coalition next time

A future-capacity theme was considered, but these words supply wishes rather than an initiated preparation. Leaving them contextual preserves the unimplemented aspiration without inventing a collective future.

Structure of the r/indonesia case

Target length: under 11,000 words.

Criterion, source and limits

Group what different exchanges do in common, not words shared by adjacent replies. A useful higher theme answers a question that a coder theme alone cannot. Keep the nearest contrary reading visible and retain material that does not meet a higher gate. The coded labels below are unchanged. The optional earlier names do not replace them or determine the new cuts.

This structure rests on exemplars, contrasts and the episode account. It makes no prevalence claim. Each placement gate decides a higher assignment, not a code frequency. Code-mass figures below are instrument coverage only. All examples are from this room. They neither inspect the canvas nor establish compliance, shared sentiment, or decisions made in Discord. No causal arrow is proposed in this part.

The immutable theme_note is the delivered coder boundary text, quoted below. It is not a newly invented formal source gate. The room delivers coder themes in place of the global third-order scheme; no separate cross-case gate or coder-conflict register is supplied here. I therefore preserve their notes and explain near cases without pretending to repair that source coding or to measure inter-coder agreement.

Coder themes, kept as coded

t01: calling Indonesians to put a flag on the canvas

Recruiting and identifying a proposed mark, not settling who can command it.

Delivered boundary text:

These passages recruit people into making or marking an Indonesian presence; they vary between first calls, coordinates, lettering, Garuda and daily-chat recruitment.

Nearest neighbour: t02. Separating test: A call invites contribution; a detail settles its shape or access. A coordinate can serve both, so keep the coder's recruiting context and do not rewrite its placement.

Variation: Initial flag and intervention calls through lettering, Garuda, other marks and maintenance recruitment.

Higher placement: T4-001, whole coder theme.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0006, 4jkdWOlqvhPSj6M3J5vUVo+zISY=, hour 15.117222222222223, item 62r9d9, thread 62r9d9, offsets 0:42 (cite receipt 2942):

Let's make the Indonesian flag on /r/place

c0030, Xy1yxcwHJBPaO2FRuJGvsXIeK54=, hour 35.562777777777775, item 62xk9i, thread 62xk9i, offsets 0:49 (cite receipt 2945):

Lets write "INDONESIA" below the flag in r/place!

c0061, lo/UJtF6Iylh2y/nLxYmMUTso4Q=, hour 47.59361111111111, item dfqawyy, thread 62yo2b, offsets 626:722 (cite receipt 2947):

ramaikan r/place, bantu untuk menjaga bendera indonesia yang sudah susah payah kita buat disana.

t02: working out the flag's letters, borders and links

Working out a mark's usable shape and access, not proving agreement about the next territorial objective.

Delivered boundary text:

These passages make a proposed flag usable by settling edges, lettering, art, dimensions, landmarks or direct links; what varies is whether the problem is design, boundary or access.

Nearest neighbour: t06. Separating test: Ask whether the passage specifies the object or seeks the standing/current source of direction. The next-order question is borderline and stays in the closed object-detail theme.

Variation: Design and dimensions through direct links, landmarks, disputed lettering and completion questions.

Higher placement: T4-001, whole coder theme.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0149, SeTw0jq4+eJdqXBjRYlPoxH0Jlo=, hour 66.22, item dfrjkna, thread 634q8y, offsets 0:37 (cite receipt 3241):

batas atas merah sampai mana, kapten?

c0170, msvIx9Ejj94WDjZrKQca01u9fqo=, hour 70.79333333333334, item dfrsspt, thread 63720w, offsets 0:67 (cite receipt 2953):

bisa dapet linknya langsung nggak? gk ngerti cara baca koordinat :u

c0150, 3bQOyTeZp0aaBuQ9bReGPn9JAGU=, hour 66.58055555555555, item dfrk0lg, thread 634q8y, offsets 0:15 (cite receipt 2955):

698 batas atas.

t03: guarding, repairing and standing watch

Undertaking repeated care of held pixels, not announcing a new claim on a neighbour's space.

Delivered boundary text:

These passages do the repeated work of holding existing pixels: defending, tidying, repairing, watching and reporting attacks; the target and shift length vary.

Nearest neighbour: t04. Separating test: Holding and repairing existing work differs from extending into someone else's work.

Variation: Brief defence calls through overnight watch, multi-account effort and commitments to red or white.

Higher placement: T4-002, whole coder theme.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0017, qoCninfV2R0M0bdq/mrzOoQOW4Y=, hour 33.365833333333335, item dfpojh5, thread 62ujbk, offsets 0:101 (cite receipt 2958):

Lapor, Ndan. Dari subuh saya bersama entah siapa berusaha merapikan bendera kita di lokasi yang baru.

c0095, k1ZJWaVfrhpuq9dHx6B7gCG3r/0=, hour 57.16888888888889, item dfr1gng, thread 633gcp, offsets 0:33 (cite receipt 2961):

Defending the red part since 6 AM

c0096, I3iz7JX0fvNk2RHjhs09X9SD+iY=, hour 57.189166666666665, item dfr1ipo, thread 633gcp, offsets 0:82 (cite receipt 2964):

I'll keep on the white part for now, mainly on the blue/really-out-of-place tiles.

t04: pushing into other people's canvas space

Proposing or reporting expansion beyond the held flag, not maintaining it or obtaining a neighbour's permission.

Delivered boundary text:

These passages propose or carry expansion, hijacking and attacks beyond the current flag; targets range from neighbours and Canada to Singapore, the Dutch flag and the Void.

Nearest neighbour: t09. Separating test: A proposed taking is not an agreed exchange, even when both seek more space.

Variation: Neighbours and Canada through Singapore, Dutch-flag proposals and the Void.

Higher placement: T4-004, whole coder theme.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0067, V7sWm3L2Gksc3iE9AOQRplVnH3M=, hour 48.45027777777778, item dfqd5en, thread 62z4vd, offsets 80:136 (cite receipt 2967):

We'll also devour minecraft in the process if necessary.

c0069, lo/UJtF6Iylh2y/nLxYmMUTso4Q=, hour 44.344722222222224, item dfq4too, thread 62zamw, offsets 0:34 (cite receipt 2970):

We should conquer the canada flag!

c0184, [deleted], hour 71.88555555555556, item 637n0f, thread 637n0f, offsets 65:115 (cite receipt 2973):

let's capture Singapore flag on the right instead!

t05: using scripts and bots to keep placing pixels

Providing or asking for placement automation, not every bot appearing in discussion.

Delivered boundary text:

These passages automate placement or ask for executable help; they vary between sharing scripts, building bots, updating locations and fighting bot with bot.

Nearest neighbour: t15. Separating test: A tool offered for pixel work differs from correcting or trying to remove a malfunctioning or intrusive bot.

Variation: Script offers and creation reports through revised locations and executable-help requests.

Higher placement: T4-002, whole coder theme.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0028, kISV3NQpVtZ84LY6BOy4cCKDHFI=, hour 48.67805555555555, item dfqdqvy, thread 62wyny, offsets 0:49 (cite receipt 2976):

Gw udah buat script buat maintain bendera kita!

c0163, tTi3HOgwooMhHo7zlMalTDbaV+c=, hour 61.797777777777775, item 634x8f, thread 634x8f, offsets 4587:4649 (cite receipt 2979):

Keep the window open and it will automatically update our flag

c0174, hAs+iriqJq//rnyuTBk+mJbvuCg=, hour 71.21583333333334, item dfru3a2, thread 63720w, offsets 0:55 (cite receipt 2982):

bagi skrip yang langsung tadi dong bang, supaya gampang

t06: asking for one leader and one current order

Seeking an addressable leader or current plan, not establishing that either is accepted.

Delivered boundary text:

These passages seek authority, identify a commander, request the current plan or reject competing directions; they vary from moderator leadership to links, thread discipline and location questions.

Nearest neighbour: t15. Separating test: A complaint about which order is current concerns public direction; a specific operational repair concerns the concrete fault.

Variation: Moderator summons through commander identification, thread discipline and late status questions.

Higher placement: T4-003, whole coder theme.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0010, GA/8smIC0JNUwSaUmR3H9H0cQrs=, hour 20.9325, item dfova1s, thread 62r9d9, offsets 0:28 (cite receipt 2984):

We need a leader to do this.

c0120, oxIx5urjEP6nbUR+QtkH/fwCx/U=, hour 80.06694444444445, item dfsl1rx, thread 6345ji, offsets 0:176 (cite receipt 2987):

Perintahnya campur campur ga jelas... mendingan pake discord kali yah.....

Kebanyakan thread, terus lini waktunya ga jelas mana yang command terakhir, mana yang udah lewat...

c0181, lo/UJtF6Iylh2y/nLxYmMUTso4Q=, hour 71.14055555555555, item dfrtuxn, thread 637bp9, offsets 27:70 (cite receipt 2990):

summoning our admiral general KrJQ3VtWcCxLviJPz5lFrS+d8qo=

t07: playing president, parliament and war command

Enacting collective action in national-office and military roles, not evidence of literal state power.

Delivered boundary text:

These passages turn canvas conduct into mock state office and military ceremony while still doing practical work; the play ranges from decrees and sovereignty to ambassadors and Rp0 credit.

Nearest neighbour: t06. Separating test: Performed office and allegiance differ from a practical request to identify current leadership, although an exchange can address both.

Variation: Sovereignty and mock treason through ambassadors, decrees, parliament and a zero-credit award.

Higher placement: T4-003, whole coder theme.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0044, R7YEUeco8EvyQh4X5bhPFw+bheY=, hour 39.170833333333334, item dfpz9ch, thread 62xrls, offsets 0:86 (cite receipt 2992):

Goddamnit KrJQ3VtWcCxLviJPz5lFrS+d8qo=, you can't just release executive order every time you want to!

c0045, KrJQ3VtWcCxLviJPz5lFrS+d8qo=, hour 40.573055555555555, item dfq0wll, thread 62xrls, offsets 15:82 (cite receipt 2995):

Ini sudah ada pertimbangan dari DPR. Soalnya menyangkut kedaulatan.

c0208, KrJQ3VtWcCxLviJPz5lFrS+d8qo=, hour 79.92694444444444, item 63anhk, thread 63anhk, offsets 1598:1647 (cite receipt 2998):

Memberikan pulsa kepada ZxHLnelhmwjP9etjMa1gMposSK4= sebesar Rp0

t08: blaming attackers, rogues and unauthorized fighters

Attributing attacks or unauthorized action and demanding accountability, not a verified culprit.

Delivered boundary text:

These passages assign responsibility for loss or conflict to neighbouring groups or people acting without orders; they vary between immediate attack claims, betrayal, representation disputes and demands for trials.

Nearest neighbour: t13. Separating test: Responsibility is foregrounded here; reconstruction can occur without blame in the neighbouring theme.

Variation: Immediate attackers and alleged betrayal through representation disputes, promised attacks and trial demands.

Higher placement: T4-005, whole coder theme.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0103, WSDOuM9ORMydwSzFwlzMr1QlvhY=, hour 57.46527777777778, item dfr2byc, thread 633lg9, offsets 0:116 (cite receipt 3000):

There were some cunts that expand our flag to their territory, even goes as far as removing the pickaxe on the left.

c0128, LY/0goFn8rRiZinbLp+LWQGK6qs=, hour 70.90972222222223, item dfrt5gd, thread 6347ps, offsets 0:46 (cite receipt 3003):

Yangok neither represents us nor /r/minecraft.

c0218, qW1kOmHd5um+Eo3PIjB9P0FvNfw=, hour 82.17083333333333, item dfsreyt, thread 63anhk, offsets 0:53 (cite receipt 3006):

ADILI PEMBELOT YANG MEMULAI PERANG TANPA ABA-ABA!!!!!

t09: negotiating borders, help and somewhere else to rebuild

Working through relations with neighbours over sites, terms and aid, not demonstrating a durable agreement.

Delivered boundary text:

These passages bargain with neighbours, arrange truces or reciprocal help, and turn agreements into moves; what varies is counterpart, boundary, promised aid and destination.

Nearest neighbour: t14. Separating test: Proposing terms or assistance differs from a unilateral restraint or withdrawal, while a conditional repair offer sits near the boundary.

Variation: A border complaint through reciprocal watch, relocation, permission and reconstruction of agreements.

Higher placement: T4-004, whole coder theme.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0121, BxmKBcv1sSMzc65NP5tZmbhU/qA=, hour 59.14055555555556, item 6347ps, thread 6347ps, offsets 28:302 (cite receipt 3008):

Hello, I am from the Peace Corps of r/place, also part of the clan r/glitchvomit, we've received a complaint from r/dwarffortress that you're invading their territory, they want you to shrink you flag a little, if you comply with these, there will be no big problem. Thanks.

c0112, KrJQ3VtWcCxLviJPz5lFrS+d8qo=, hour 60.964444444444446, item dfrc40s, thread 6345ji, offsets 628:875 (cite receipt 3011):

Wilayah baru /r/indonesia akan dimulai dari (109,698) hingga (136,720) 2. Orang-orang dari /r/dwarffortress akan membantu pembangunan ulang. 3. Meminta semua warga /r/indonesia untuk menghentikan vandalisme terhadap /r/armok.

c0192, ZxHLnelhmwjP9etjMa1gMposSK4=, hour 79.11861111111111, item dfsict4, thread 63a5pg, offsets 674:782 (cite receipt 3014):

After a long and dragging negotiation, the NL agree, they gave us a sizable amount of land to build our flag

t10: moving urgent coordination into Discord

Routing organizing talk to Discord, not access to what participants decided there.

Delivered boundary text:

These passages explicitly send organising, dispute handling, ambassador work or design decisions to Discord; what returns to Reddit varies, while the off-platform decision itself remains unseen.

Nearest neighbour: t15. Separating test: Choosing a current discussion venue differs from correcting the specific operational fault discussed. The persistence wish lacks a current task.

Variation: Attack organizing through dispute handling, ambassadors, design and a wish for continued venue activity.

Higher placement is split code by code; no source recoding. c0107 to T4-002; c0125 to T4-002; c0155 to T4-002; c0177 to T4-002; c0201 contextual.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0107, JTn9KqfnxtLpdhgK0g08ieYplks=, hour 58.935833333333335, item 6345ji, thread 6345ji, offsets 858:1083 (cite receipt 3017):

so, let's make the event merrier, one pixel at a time. NKRI HARGA MATI!

PS: it is also a good time to try our discord server, here's the link, you people can organise to attack together

https://discordapp.com/invite/jUgFYvJ

c0177, KrJQ3VtWcCxLviJPz5lFrS+d8qo=, hour 71.71111111111111, item dfrvl82, thread 63720w, offsets 4:26 (cite receipt 3020):

Bahas di Discord saja.

c0201, geTCzggSjR/EP32jfa5i9ybFzn8=, hour 83.60916666666667, item dfsvh5g, thread 63a5pg, offsets 0:58 (cite receipt 3023):

Gara2 /r/place server discord jadi rame. Semoga tetep rame

t11: celebrating the work and thanking the helpers

Acknowledging completion, contributors and valued effort; the closed theme also contains present help reports, not only gratitude.

Delivered boundary text:

These passages mark completion, pride, reciprocity and gratitude, sometimes valuing collective work over the surviving image; helpers include individuals, scripts and other subreddits.

Nearest neighbour: t03. Separating test: A current helping commitment belongs with execution at the higher tier; thanking someone or valuing the process belongs with appraisal.

Variation: Ready defence and reciprocal help at one edge; completion, praise, thanks and a retained image at the other.

Higher placement is split code by code; no source recoding. c0016 to T4-002; c0037 to T4-006; c0038 to T4-006; c0054 to T4-006; c0097 to T4-002; c0098 to T4-002; c0108 to T4-002; c0109 to T4-006; c0141 to T4-006; c0160 to T4-006; c0161 to T4-006; c0178 to T4-006; c0119 to T4-006; c0206 to T4-006; c0207 to T4-006; c0198 to T4-006.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0038, qoCninfV2R0M0bdq/mrzOoQOW4Y=, hour 39.06444444444445, item dfpz4i2, thread 62xk9i, offsets 0:98 (cite receipt 3244):

It's cooler than the one I proposed before and it's fucking bigger. I love it and I'm in tears :')

c0160, qqoZsCLUYmkkiYJZgysvFfG0dKE=, hour 62.97694444444444, item dfrfkme, thread 634w3m, offsets 144:310 (cite receipt 3028):

Nothing lasts forever, but it was fun watching /r/indonesia redditors working together to create something. The result isn't very important, the process which is fun.

c0119, PxHEUPeXCnuCKJibYK1LOFHygbE=, hour 73.77027777777778, item dfs1wip, thread 6345ji, offsets 255:354 (cite receipt 3031):

It's the efforts that count, man. Thanks and kudos to all indo humans and scripts who participated.

t12: mourning a lost flag and calling it defeat

Reporting or feeling defeat, loss and emptiness, not proof that every mark disappeared or all participants felt alike.

Delivered boundary text:

These passages give up, lament loss, feel empty or keep hurting after the canvas closes; the tone varies from brief pity to sustained defeat and saltiness.

Nearest neighbour: t11. Separating test: Valuing effort and lamenting result can coexist; the difference is the appraisal voiced, not a measured emotional shift.

Variation: Brief destruction reports and giving up through persistent hurt and post-event emptiness.

Higher placement: T4-006, whole coder theme.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0118, RBlIlLXjDd8t+2OyTDVHfB6YAoc=, hour 73.48222222222222, item dfs0yxj, thread 6345ji, offsets 0:30 (cite receipt 3034):

GG WP ^ng****t WE HAVE NO FLAG

c0204, 3trh9PmZ9Il4iBHWqEVnLEEcIKw=, hour 88.93416666666667, item dft46p6, thread 63a5pg, offsets 0:118 (cite receipt 3037):

And now r/place has ended. With nothing to do I'm kinda feels empty inside, like after finnishing a good game or animu

c0222, PH/SnmvmCQUeB1g8Il/6xS3pjN0=, hour 85.24388888888889, item dfsz0sy, thread 63anhk, offsets 55:116 (cite receipt 3040):

I'm still salty that we couldn't hold our ground till the end

t13: recounting how the flag conflict happened

Asking or recounting how the flag conflict unfolded, not an independently established causal relation.

Delivered boundary text:

These passages explain origins, retaliation, changing pixels, rogue action or the state of the war; they vary between firsthand accounts, questions and causal explanations.

Nearest neighbour: t08. Separating test: A reconstruction need not demand responsibility; the blame and explanation boundary is preserved in the original coding.

Variation: Neutral origin observation through retaliation accounts, misinformation questions and late requests for the story.

Higher placement: T4-005, whole coder theme.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0022, mgwtWR0d9Sh8w+CoCyjXtMyuqVE=, hour 34.95638888888889, item dfps2oj, thread 62wvk5, offsets 0:160 (cite receipt 3043):

It's originally a poland flag. I saw people adding another red strips on top of the poland flag earlier today. And eventually, we got the red and white flag lol

c0140, kNRIuPxRTsQR7UpPjZGVMqacmso=, hour 62.38166666666667, item dfreo42, thread 634q8y, offsets 169:379 (cite receipt 3046):

then some idiot invaded their teritory by doing vandalism to their spot thus dwarf fotress retaliates and took our spot.

thus by negotiation we are going to move spot for our flag and dwarf fortress gonna help

c0224, d2jGGv2WQ2Toy9CgaB7uM9LdACM=, hour 88.13666666666667, item dft39hl, thread 63anhk, offsets 0:46 (cite receipt 3049):

out of the loop here, what the hell happened ?

t14: stopping attacks and leaving neighbours alone

Restraining or relinquishing intervention, not only changing the design of the held flag; the final letting-go remark differs in object.

Delivered boundary text:

These passages restrain expansion, stop bots, protect nearby work or let a failed fight stay past; the grounds vary from fairness and defence to agreements and exhaustion.

Nearest neighbour: t09. Separating test: A stop or non-aggression instruction differs from proposing reciprocal terms. A bot stop under a move agreement limits the abandoned claim.

Variation: Fairness and buffer arguments through repair, old-bot shutdown, site handover and letting the past go.

Higher placement is split code by code; no source recoding. c0019 to T4-004; c0050 to T4-004; c0039 to T4-004; c0080 to T4-004; c0104 to T4-004; c0105 to T4-004; c0123 to T4-004; c0124 to T4-004; c0130 to T4-004; c0093 to T4-004; c0086 to T4-004; c0113 to T4-004; c0115 to T4-004; c0183 to T4-004; c0186 to T4-004; c0220 to T4-006.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0019, qW1kOmHd5um+Eo3PIjB9P0FvNfw=, hour 37.202777777777776, item dfpweiv, thread 62ujbk, offsets 0:53 (cite receipt 3052):

let's not touch minecraft, they've done nothing to us

c0186, MLO4MgZXas9fe+d3PphUKtVm9Jc=, hour 72.05083333333333, item dfrwn5t, thread 637n0f, offsets 0:110 (cite receipt 3055):

we moved our flag to the Netherlands area (top left) beside the cat pls don't capture other flag at the moment

c0220, xqyO4QA8GG5vloXNwY13xFF3rXE=, hour 83.9336111111111, item dfswb1d, thread 63anhk, offsets 88:122 (cite receipt 3058):

yasudah, yang lalu biarlah berlalu

t15: correcting colours, bots and mixed instructions

Naming or repairing a particular coordination impediment, not every general request for leadership.

Delivered boundary text:

These passages repair coordination errors by refreshing, correcting colours or links, challenging bots and naming unclear commands; what varies is whether the fault lies in interface, automation or too many orders.

Nearest neighbour: t06. Separating test: A specific display, colour, access or bot fault differs from asking whose direction is current.

Variation: Wrong colours and stale display through a supplied edit, unexplained reversals, fatigue and bot-ban requests.

Higher placement: T4-002, whole coder theme.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0027, oY2oEMrnPlmyrUh8N363XLbVgqw=, hour 46.38388888888889, item dfq868a, thread 62wyny, offsets 0:192 (cite receipt 3060):

PSA aja : Refresh page SEBELUM naruh pixel. Kadang pixelnya belum keupdate, dan kadang, user lain udah update/defense, tapi belum keupdate di browser kita. Jadinya kita numpuk pixel yang sama.

c0134, 3bQOyTeZp0aaBuQ9bReGPn9JAGU=, hour 61.359722222222224, item dfrcwbb, thread 634q8y, offsets 0:16 (cite receipt 3063):

Sudah diedit bos

c0214, WSDOuM9ORMydwSzFwlzMr1QlvhY=, hour 81.26805555555555, item dfsooz9, thread 63anhk, offsets 0:34 (cite receipt 3066):

Can we ask the mod to ban the bot?

t16: closing the war and planning to do better next time

Announcing closure or imagining a future effort, not proof that imagined capacity was built.

Delivered boundary text:

These passages dissolve the command or turn the ending into plans for a more defendable flag and broader coalition; they vary between formal closure and future preparation.

Nearest neighbour: t12. Separating test: Dissolution does something to the named command; a wish for next time differs from grief but may still initiate no preparation.

Variation: Explicit dissolution at one edge; size, coalition, traffic, missed help and access counterfactuals at the other.

Higher placement is split code by code; no source recoding. c0194 contextual; c0195 contextual; c0196 contextual; c0197 contextual; c0205 to T4-003; c0199 contextual; c0223 contextual.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0205, KrJQ3VtWcCxLviJPz5lFrS+d8qo=, hour 79.92694444444444, item 63anhk, thread 63anhk, offsets 918:966 (cite receipt 3069):

Membubarkan Komando Perang /r/place /r/indonesia

c0195, ZUlGJjCZV7mb7l9K/MGS+pHgMMM=, hour 79.33166666666666, item dfsiyrd, thread 63a5pg, offsets 241:292 (cite receipt 3072):

maybe make better defendable flag size r/indonesia?

c0196, ZUlGJjCZV7mb7l9K/MGS+pHgMMM=, hour 79.33166666666666, item dfsiyrd, thread 63a5pg, offsets 450:480 (cite receipt 3074):

maybe more coalition next time

t17: joking and sharing music after the loss

Play, parody and diversion around the event; a court referral can also be a practical route in its sequence.

Delivered boundary text:

These passages make the failed event bearable through jokes, parody, a mock tribunal or music; the device varies from Rp0 credit and bot parody to Dangdut Reggae.

Nearest neighbour: t08. Separating test: Humour's presence does not erase a venue proposal for accountability. Read the focal act rather than decide by tone alone.

Variation: Amusement and seriousness qualifications through reward irony, bot parody, tribunal venue and music.

Higher placement is split code by code; no source recoding. c0131 to T4-006; c0091 to T4-006; c0216 to T4-006; c0217 to T4-006; c0219 to T4-005; c0225 to T4-006; c0226 to T4-006.

The theme travels on exemplars, not a prevalence count. The selected quoted spans show its range; neither their order here nor their length implies frequency, transition or cost.

c0216, ZxHLnelhmwjP9etjMa1gMposSK4=, hour 81.34527777777778, item dfsoxrj, thread 63anhk, offsets 0:127 (cite receipt 3077):

Terima kasih atas pulsa yang telah dikirimkan, semoga amal ibadah bapak sebanding dengan apa yang telah bapak berikan pada saya

c0225, xx18XRcWyc1+pT3SeowybqytYVw=, hour 94.58083333333333, item 63ego9, thread 63ego9, offsets 0:109 (cite receipt 3079):

To take your mind out of things, our defeat in /r/place and recent politics, listen to this "Dangdut Reggae".

c0219, GA/8smIC0JNUwSaUmR3H9H0cQrs=, hour 82.21444444444444, item dfsrjs6, thread 63anhk, offsets 0:12 (cite receipt 3082):

r/karmacourt

Higher themes

Each construct below is coined from this case, with no borrowed source or recalled literature claim. The gates specify the primary practice. Related topics are not sufficient for membership. The complete machine fields, including declarations and dimension links, are in fourth/fourth.jsonl. All exemplars come from r/indonesia; breadth is across the named coder themes and problems, not across communities.

T4-001: Making a shared object actionable

Declaration: coined; source: none; recalled: false. Gloss: Call people to a recognizable flag and specify what or where to contribute.

A contribution needs a referent. Recruitment and specification jointly turn a national presence into something a reader can locate, imagine or add to. The object can be a flag, lettering or another proposed mark, and can remain contested. The grouping does not assume a single inherited goal or completed artifact.

Question: How is an intended shared object made recognizable enough to invite a contribution?

Members: t01, t02.

Gate condition: Recruit participation into, identify or specify the intended shared mark, including its boundaries, shape, completion step or access point.

Discriminator: Against T4-002, specify the object or where to find it rather than sustaining the means of execution; against T4-004, do not decide entitlement to others' space.

What varies: Initial calls through concrete letters, coordinates, landmarks, design objections and questions about the next specification.

What it is not: A claim that all readers accepted one goal, a working tool, an entitlement to territory or an effective leader.

When both seem possible: Use the primary problem: what and where the shared object is belongs here; making ongoing contribution work belongs in T4-002; permission or contested expansion belongs in T4-004. No two-part conjunctive gate is imposed.

Outside near case: c0163 provides an automatic execution method, not the object's design.

Least certain member: t02. The next-order question c0052 could fit the public direction theme. Its coded theme primarily works out the artifact; keeping it whole preserves that practice, while its authority aspect remains a boundary rather than a second placement.

Disconfirmation elsewhere: In another setting, calls and specifications never give contributors any common referent and are unrelated slogans or independent private projects.

Dimension: D01.

Material selected for breadth and depth: t01, t02. The contrasts cover calls and concrete access/boundary work. These are selected examples, not a claim that intervening forms are absent.

Position: core. Coder theme t01 (calling Indonesians to put a flag on the canvas); first-order concept: calling for an Indonesian flag on r/place. Why this one: it makes an object, location or contribution identifiable rather than supplying operational equipment. Nearest alternatives are decided by the discriminator above.

c0006, 4jkdWOlqvhPSj6M3J5vUVo+zISY=, hour 15.117222222222223, item 62r9d9, thread 62r9d9, offsets 0:42 (cite receipt 2942):

Let's make the Indonesian flag on /r/place

Position: core. Coder theme t01 (calling Indonesians to put a flag on the canvas); first-order concept: calling to write INDONESIA below the flag. Why this one: it makes an object, location or contribution identifiable rather than supplying operational equipment. Nearest alternatives are decided by the discriminator above.

c0030, Xy1yxcwHJBPaO2FRuJGvsXIeK54=, hour 35.562777777777775, item 62xk9i, thread 62xk9i, offsets 0:49 (cite receipt 2945):

Lets write "INDONESIA" below the flag in r/place!

Position: core. Coder theme t02 (working out the flag's letters, borders and links); first-order concept: asking for a direct link because coordinates are unclear. Why this one: it makes an object, location or contribution identifiable rather than supplying operational equipment. Nearest alternatives are decided by the discriminator above.

c0170, msvIx9Ejj94WDjZrKQca01u9fqo=, hour 70.79333333333334, item dfrsspt, thread 63720w, offsets 0:67 (cite receipt 2953):

bisa dapet linknya langsung nggak? gk ngerti cara baca koordinat :u

Position: core. Coder theme t02 (working out the flag's letters, borders and links); first-order concept: giving 698 as the upper boundary. Why this one: it makes an object, location or contribution identifiable rather than supplying operational equipment. Nearest alternatives are decided by the discriminator above.

c0150, 3bQOyTeZp0aaBuQ9bReGPn9JAGU=, hour 66.58055555555555, item dfrk0lg, thread 634q8y, offsets 0:15 (cite receipt 2955):

698 batas atas.

Code-mass coverage: {mode: coverage, unit: codes, n: 35, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3408}. This is contextual assignment coverage, not how often the practice happened.

T4-002: Sustaining distributed execution

Declaration: coined; source: none; recalled: false. Gloss: Keep contributions usable through work commitments, tools, correction and current discussion routes.

People support a shared effort by undertaking repeat work and repairing or supplying the means that let dispersed contributions proceed. Human watch, executable scripts, browser corrections and referrals to a current discussion venue are different ways of sustaining execution. A venue referral makes access to discussion available, not its unseen decision or success.

Question: How do dispersed contributions get maintained and made usable without assuming a manager or an effective tool?

Members: t03, t05, t15, c0107, c0125, c0155, c0177, c0016, c0097, c0098, c0108.

Gate condition: Undertake ongoing maintenance or watch, provide placement tools, repair an operational impediment, or route a present task discussion into a working venue.

Discriminator: Against T4-001, sustain execution rather than specify its object; against T4-003, provide working means rather than establish who or what speaks as collective direction.

What varies: Manual care and reciprocal watch through automation, display/link errors, intrusive bots and public referrals to Discord.

What it is not: Demonstrated deployment of every script, universal compliance, successful off-platform agreement or durable organization.

When both seem possible: Keep current venue referrals here even if their subject is diplomacy. Put their proposed territorial terms in T4-004. Seeking the identity or currency of command belongs in T4-003. No two-part conjunctive gate is imposed.

Outside near case: c0201 hopes the venue stays busy without undertaking a present task.

Least certain member: c0177. Sending a row-count discussion to Discord could be only deflection. It still gives a concrete public route for that current question; no answer or better execution there is claimed.

Disconfirmation elsewhere: In another setting the offered tools, repairs and routes bear no relation to making joint contributions possible, and only display technical taste.

Dimension: D01.

Material selected for breadth and depth: t03, t05, t15, t10. The contrasts cover manual commitments, automation, operational correction and venue routing. These are selected examples, not a claim that intervening forms are absent.

Position: core. Coder theme t03 (guarding, repairing and standing watch); first-order concept: keeping the white part clear of out-of-place tiles. Why this one: it offers work, a means, correction or a discussion route rather than establishing a mandate. Nearest alternatives are decided by the discriminator above.

c0096, I3iz7JX0fvNk2RHjhs09X9SD+iY=, hour 57.189166666666665, item dfr1ipo, thread 633gcp, offsets 0:82 (cite receipt 2964):

I'll keep on the white part for now, mainly on the blue/really-out-of-place tiles.

Position: core. Coder theme t05 (using scripts and bots to keep placing pixels); first-order concept: instructing people to leave a window open to update the flag automatically. Why this one: it offers work, a means, correction or a discussion route rather than establishing a mandate. Nearest alternatives are decided by the discriminator above.

c0163, tTi3HOgwooMhHo7zlMalTDbaV+c=, hour 61.797777777777775, item 634x8f, thread 634x8f, offsets 4587:4649 (cite receipt 2979):

Keep the window open and it will automatically update our flag

Position: core. Coder theme t15 (correcting colours, bots and mixed instructions); first-order concept: telling defenders to refresh before placing so they do not duplicate a pixel. Why this one: it offers work, a means, correction or a discussion route rather than establishing a mandate. Nearest alternatives are decided by the discriminator above.

c0027, oY2oEMrnPlmyrUh8N363XLbVgqw=, hour 46.38388888888889, item dfq868a, thread 62wyny, offsets 0:192 (cite receipt 3060):

PSA aja : Refresh page SEBELUM naruh pixel. Kadang pixelnya belum keupdate, dan kadang, user lain udah update/defense, tapi belum keupdate di browser kita. Jadinya kita numpuk pixel yang sama.

Position: core. Coder theme t15 (correcting colours, bots and mixed instructions); first-order concept: editing in the requested link. Why this one: it offers work, a means, correction or a discussion route rather than establishing a mandate. Nearest alternatives are decided by the discriminator above.

c0134, 3bQOyTeZp0aaBuQ9bReGPn9JAGU=, hour 61.359722222222224, item dfrcwbb, thread 634q8y, offsets 0:16 (cite receipt 3063):

Sudah diedit bos

Position: side. Coder theme t10 (moving urgent coordination into Discord); first-order concept: moving the row-count discussion to Discord. Why this one: it offers work, a means, correction or a discussion route rather than establishing a mandate. Nearest alternatives are decided by the discriminator above.

c0177, KrJQ3VtWcCxLviJPz5lFrS+d8qo=, hour 71.71111111111111, item dfrvl82, thread 63720w, offsets 4:26 (cite receipt 3020):

Bahas di Discord saja.

Code-mass coverage: {mode: coverage, unit: codes, n: 47, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3411}. This is contextual assignment coverage, not how often the practice happened.

T4-003: Giving collective direction a public voice

Declaration: coined; source: none; recalled: false. Gloss: Seek, enact, challenge or dissolve a recognizable source of collective directions.

Collective direction becomes publicly addressable through requests for a leader or a current order and through speakers inhabiting or disputing state and military roles. The practical question of whom to ask meets a performed public office, not necessarily an accepted hierarchy. Dissolution withdraws the announced command's standing. Humour and contested authority remain within the variation, not evidence of effective control.

Question: How does public discussion make collective direction addressable, and who can claim to speak it?

Members: t06, t07, c0205.

Gate condition: Seek or identify a shared directive or representative, enact or contest collective office and allegiance, or announce withdrawal of a named command.

Discriminator: Against T4-002, address the source, standing or currency of direction, not its executable means. Against T4-005, stage or seek direction rather than explain who caused a past conflict.

What varies: Unanswered leadership requests and competing-current-order complaints through mock decrees, ambassadors, parliamentary justification, ceremonial awards and dissolution.

What it is not: Evidence that a mock president holds enforceable authority, that all office language is serious, or that a dissolution ended every organizing attempt.

When both seem possible: Choose this when the focal act identifies, claims or questions collective voice or office. Choose T4-004 for the proposed territorial settlement, even if issued in command language. No two-part conjunctive gate is imposed.

Outside near case: c0128 denies an outsider's representation while allocating responsibility for a dispute; its primary problem is answerability, T4-005.

Least certain member: t07. Mock national office may be entertaining performance rather than usable direction. Its public challenge and parliamentary answer enact a source of direction that readers can address, but awards and allegiance can remain ceremonial. The construct includes that symbolic limit instead of converting it into compliance.

Disconfirmation elsewhere: In another setting office language neither identifies an addressable collective voice nor invites role-based challenge; it is disconnected costume talk.

Dimension: D01.

Material selected for breadth and depth: t06, t07, t16. The contrasts cover leadership requests, a summoned representative, challenge and answer, and withdrawal of command. These are selected examples, not a claim that intervening forms are absent.

Position: core. Coder theme t06 (asking for one leader and one current order); first-order concept: saying the flag effort needs a leader. Why this one: it makes collective voice or office addressable rather than showing that direction was obeyed. Nearest alternatives are decided by the discriminator above.

c0010, GA/8smIC0JNUwSaUmR3H9H0cQrs=, hour 20.9325, item dfova1s, thread 62r9d9, offsets 0:28 (cite receipt 2984):

We need a leader to do this.

Position: core. Coder theme t06 (asking for one leader and one current order); first-order concept: summoning the admiral general to answer Brazil. Why this one: it makes collective voice or office addressable rather than showing that direction was obeyed. Nearest alternatives are decided by the discriminator above.

c0181, lo/UJtF6Iylh2y/nLxYmMUTso4Q=, hour 71.14055555555555, item dfrtuxn, thread 637bp9, offsets 27:70 (cite receipt 2990):

summoning our admiral general KrJQ3VtWcCxLviJPz5lFrS+d8qo=

Position: core. Coder theme t07 (playing president, parliament and war command); first-order concept: objecting that KrJQ3VtWcCxLviJPz5lFrS+d8qo= cannot issue an executive order whenever he wants. Why this one: it makes collective voice or office addressable rather than showing that direction was obeyed. Nearest alternatives are decided by the discriminator above.

c0044, R7YEUeco8EvyQh4X5bhPFw+bheY=, hour 39.170833333333334, item dfpz9ch, thread 62xrls, offsets 0:86 (cite receipt 2992):

Goddamnit KrJQ3VtWcCxLviJPz5lFrS+d8qo=, you can't just release executive order every time you want to!

Position: core. Coder theme t07 (playing president, parliament and war command); first-order concept: answering that parliament considered it because sovereignty was involved. Why this one: it makes collective voice or office addressable rather than showing that direction was obeyed. Nearest alternatives are decided by the discriminator above.

c0045, KrJQ3VtWcCxLviJPz5lFrS+d8qo=, hour 40.573055555555555, item dfq0wll, thread 62xrls, offsets 15:82 (cite receipt 2995):

Ini sudah ada pertimbangan dari DPR. Soalnya menyangkut kedaulatan.

Position: side. Coder theme t16 (closing the war and planning to do better next time); first-order concept: dissolving r/indonesia's r/place war command. Why this one: it makes collective voice or office addressable rather than showing that direction was obeyed. Nearest alternatives are decided by the discriminator above.

c0205, KrJQ3VtWcCxLviJPz5lFrS+d8qo=, hour 79.92694444444444, item 63anhk, thread 63anhk, offsets 918:966 (cite receipt 3069):

Membubarkan Komando Perang /r/place /r/indonesia

Code-mass coverage: {mode: coverage, unit: codes, n: 25, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3415}. This is contextual assignment coverage, not how often the practice happened.

T4-004: Regulating territorial ambition

Declaration: coined; source: none; recalled: false. Gloss: Propose, bargain over, restrain or relinquish the space a collective effort may take.

Expansion, diplomacy and restraint address a shared problem: how far a flag's intervention may extend in a populated canvas. Taking a neighbour's space, exchanging rebuilding help and releasing an abandoned site are opposed answers to that problem. Their grouping does not turn different speakers into one changing community mind, or claims of permission into proof of settlement.

Question: What extent of intervention is proposed, negotiated, defended or relinquished?

Members: t04, t09, c0019, c0050, c0039, c0080, c0104, c0105, c0123, c0124, c0130, c0093, c0086, c0113, c0115, c0183, c0186.

Gate condition: Propose or report taking space beyond the present mark, bargain over boundaries or help for a site, or restrain, repair or relinquish a territorial intervention.

Discriminator: Against T4-001, settle extent in relation to other claims rather than the mark's mere dimensions; against T4-005, address what may be done or exchanged rather than who caused or owes an account of a conflict.

What varies: Unilateral conquest and alternatives through reciprocal assistance, conditional truces, permissions, non-aggression and abandoning a site.

What it is not: Consensus, a durable treaty, successful rebuilding or a causal progression from aggression to cooperation.

When both seem possible: Primary territorial terms or a stop justified by moving or neighbours belong here. Tool malfunction alone belongs in T4-002; explaining or demanding responsibility belongs in T4-005. No two-part conjunctive gate is imposed.

Outside near case: c0140 explains retaliation and relocation retrospectively rather than bargaining new terms.

Least certain member: c0113. Stopping an old bot is technical action. Its explicit reason is the official move order, so its primary work is withdrawing an obsolete territorial intervention, not repairing the bot. c0220 instead concerns letting the past go and is placed in T4-006.

Disconfirmation elsewhere: In another setting apparent expansion, restraint and bargains concern unrelated individual marks and do not address competing claims to shared space.

Dimension: D02.

Material selected for breadth and depth: t04, t09, t14. The contrasts cover unilateral taking, conditional terms, negotiated rebuilding and restraint. These are selected examples, not a claim that intervening forms are absent.

Position: core. Coder theme t04 (pushing into other people's canvas space); first-order concept: being willing to devour Minecraft during expansion. Why this one: it states a proposed taking, limit or exchange concerning shared space. Nearest alternatives are decided by the discriminator above.

c0067, V7sWm3L2Gksc3iE9AOQRplVnH3M=, hour 48.45027777777778, item dfqd5en, thread 62z4vd, offsets 80:136 (cite receipt 2967):

We'll also devour minecraft in the process if necessary.

Position: core. Coder theme t09 (negotiating borders, help and somewhere else to rebuild); first-order concept: bringing r/dwarffortress's complaint and asking for a smaller flag. Why this one: it states a proposed taking, limit or exchange concerning shared space. Nearest alternatives are decided by the discriminator above.

c0121, BxmKBcv1sSMzc65NP5tZmbhU/qA=, hour 59.14055555555556, item 6347ps, thread 6347ps, offsets 28:302 (cite receipt 3008):

Hello, I am from the Peace Corps of r/place, also part of the clan r/glitchvomit, we've received a complaint from r/dwarffortress that you're invading their territory, they want you to shrink you flag a little, if you comply with these, there will be no big problem. Thanks.

Position: core. Coder theme t09 (negotiating borders, help and somewhere else to rebuild); first-order concept: announcing relocation, rebuilding help, and an end to vandalism. Why this one: it states a proposed taking, limit or exchange concerning shared space. Nearest alternatives are decided by the discriminator above.

c0112, KrJQ3VtWcCxLviJPz5lFrS+d8qo=, hour 60.964444444444446, item dfrc40s, thread 6345ji, offsets 628:875 (cite receipt 3011):

Wilayah baru /r/indonesia akan dimulai dari (109,698) hingga (136,720) 2. Orang-orang dari /r/dwarffortress akan membantu pembangunan ulang. 3. Meminta semua warga /r/indonesia untuk menghentikan vandalisme terhadap /r/armok.

Position: core. Coder theme t14 (stopping attacks and leaving neighbours alone); first-order concept: offering to restore the axe if attacks on the flag stop. Why this one: it states a proposed taking, limit or exchange concerning shared space. Nearest alternatives are decided by the discriminator above.

c0123, yBimmatI7bSiwYiHSVMfdcYKmR8=, hour 59.37583333333333, item dfr843z, thread 6347ps, offsets 0:137 (cite receipt 3135):

Yeah some idiots are expanding our flag to the axe. I'm happily going to help restoring your axe when you guys also stop ruining our flag

Position: core. Coder theme t14 (stopping attacks and leaving neighbours alone); first-order concept: directing people to the Dutch area and rejecting another flag capture. Why this one: it states a proposed taking, limit or exchange concerning shared space. Nearest alternatives are decided by the discriminator above.

c0186, MLO4MgZXas9fe+d3PphUKtVm9Jc=, hour 72.05083333333333, item dfrwn5t, thread 637n0f, offsets 0:110 (cite receipt 3055):

we moved our flag to the Netherlands area (top left) beside the cat pls don't capture other flag at the moment

Code-mass coverage: {mode: coverage, unit: codes, n: 54, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3418}. This is contextual assignment coverage, not how often the practice happened.

T4-005: Reconstructing agency and responsibility

Declaration: coined; source: none; recalled: false. Gloss: Ask or explain who acted, what followed and who owes an answer.

Participants make collective events intelligible by assigning acts and consequences to people or groups, questioning those accounts and proposing accountability. Neutral origin reconstruction and accusations differ in blame, but both make agency legible. Denying that an ally represents a group limits responsibility, while a trial demand extends it into a proposed procedure. The participants' causal explanations remain theirs.

Question: Whose actions and commitments can account for the shared outcome, and who can be called to answer?

Members: t08, t13, c0219.

Gate condition: Recount or question the origins and course of joint events, attribute attack or unauthorized action, dispute representation or obligations, or propose a route to accountability.

Discriminator: Against T4-004, reconstruct agency or demand an account rather than negotiate territorial terms. Against T4-006, explain or assign the outcome rather than primarily value or reframe experiencing it.

What varies: Neutral origin stories, information questions and explanations through accusations, disavowals, broken-promise disputes and tribunal demands.

What it is not: An independently established causal history, verified culprit, agreed responsibility or completed tribunal.

When both seem possible: Put blame-supported explanation and representation disputes here; put the new territorial concession itself in T4-004. A court referral in a trial sequence supplies accountability rather than evidence that a court operated. No two-part conjunctive gate is imposed.

Outside near case: c0204 expresses emptiness without explaining who caused the result.

Least certain member: t13. A neutral origin story need not blame anyone. It nevertheless identifies the actions from which a collective flag emerged; the abstraction is agency and answerability, not universal blame. A bare request for the story is an attempt to obtain that account, not an answer.

Disconfirmation elsewhere: In another setting the narratives cannot identify or question any relevant agency or obligation, and accountability proposals do not concern the joint effort.

Dimension: D02.

Material selected for breadth and depth: t13, t08. The contrasts cover neutral origin accounts, unauthorized expansion, disavowal, retaliation narratives and trial demands. These are selected examples, not a claim that intervening forms are absent.

Position: side. Coder theme t13 (recounting how the flag conflict happened); first-order concept: recounting how extra red strips turned a Poland flag red and white. Why this one: it identifies or questions agency, representation, consequences or answerability. Nearest alternatives are decided by the discriminator above.

c0022, mgwtWR0d9Sh8w+CoCyjXtMyuqVE=, hour 34.95638888888889, item dfps2oj, thread 62wvk5, offsets 0:160 (cite receipt 3043):

It's originally a poland flag. I saw people adding another red strips on top of the poland flag earlier today. And eventually, we got the red and white flag lol

Position: core. Coder theme t08 (blaming attackers, rogues and unauthorized fighters); first-order concept: blaming people who expanded the flag and removed the pickaxe. Why this one: it identifies or questions agency, representation, consequences or answerability. Nearest alternatives are decided by the discriminator above.

c0103, WSDOuM9ORMydwSzFwlzMr1QlvhY=, hour 57.46527777777778, item dfr2byc, thread 633lg9, offsets 0:116 (cite receipt 3000):

There were some cunts that expand our flag to their territory, even goes as far as removing the pickaxe on the left.

Position: core. Coder theme t08 (blaming attackers, rogues and unauthorized fighters); first-order concept: denying that Yangok represents them or r/minecraft. Why this one: it identifies or questions agency, representation, consequences or answerability. Nearest alternatives are decided by the discriminator above.

c0128, LY/0goFn8rRiZinbLp+LWQGK6qs=, hour 70.90972222222223, item dfrt5gd, thread 6347ps, offsets 0:46 (cite receipt 3003):

Yangok neither represents us nor /r/minecraft.

Position: core. Coder theme t13 (recounting how the flag conflict happened); first-order concept: recounting vandalism, retaliation, and a negotiated move. Why this one: it identifies or questions agency, representation, consequences or answerability. Nearest alternatives are decided by the discriminator above.

c0140, kNRIuPxRTsQR7UpPjZGVMqacmso=, hour 62.38166666666667, item dfreo42, thread 634q8y, offsets 169:379 (cite receipt 3046):

then some idiot invaded their teritory by doing vandalism to their spot thus dwarf fotress retaliates and took our spot.

thus by negotiation we are going to move spot for our flag and dwarf fortress gonna help

Position: core. Coder theme t08 (blaming attackers, rogues and unauthorized fighters); first-order concept: demanding trial for defectors who began war without orders. Why this one: it identifies or questions agency, representation, consequences or answerability. Nearest alternatives are decided by the discriminator above.

c0218, qW1kOmHd5um+Eo3PIjB9P0FvNfw=, hour 82.17083333333333, item dfsreyt, thread 63anhk, offsets 0:53 (cite receipt 3006):

ADILI PEMBELOT YANG MEMULAI PERANG TANPA ABA-ABA!!!!!

Code-mass coverage: {mode: coverage, unit: codes, n: 24, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3421}. This is contextual assignment coverage, not how often the practice happened.

T4-006: Appraising and reframing joint work

Declaration: coined; source: none; recalled: false. Gloss: Value, lament, preserve or redirect attention from the experience of the effort.

Participants respond to what the joint effort means to them, including pride in working together, gratitude, a lost flag, persistent hurt, parody and diversion. These acts can make the same outcome valuable or painful without agreement between speakers. Appreciation, mourning and amusement are distinct responses to an experienced effort, not phases in an inferred emotional recovery.

Question: What value and experience do participants attach to the effort and its ending?

Members: t12, c0037, c0038, c0054, c0109, c0141, c0160, c0161, c0178, c0119, c0206, c0207, c0198, c0220, c0131, c0091, c0216, c0217, c0225, c0226.

Gate condition: Appraise participation or its result, thank helpers, express loss or attachment, retain a valued representation, or offer a playful reframing or diversion from the event.

Discriminator: Against T4-005, primarily express or reframe experience rather than reconstruct agency or demand an account. Against T4-002, acknowledge a contribution rather than undertake current maintenance.

What varies: Celebrating a completed mark and valuing process through thanks, preserved images, defeat, emptiness, letting go, ironic reward replies, parody and music.

What it is not: One shared emotion, demonstrated motivation, successful coping, or enduring organizational capacity.

When both seem possible: Current helping commitments go to T4-002; thanks for helping belong here. A venue proposal to try instigators goes to T4-005 even when coded with jokes. Wishes for next-time capability remain contextual. No two-part conjunctive gate is imposed.

Outside near case: c0219 names a forum in the tribunal sequence and is individually assigned to T4-005.

Least certain member: c0217. A bot parody may be only local teasing, not an appraisal of flag work. It is retained as playful reframing of the intrusive public exchange, with no claim that it expresses community feeling. The explicit music-diversion wording is firmer evidence.

Disconfirmation elsewhere: In another setting the playful and evaluative material is unrelated to participants' experience of the joint effort and only shares adjacency.

Dimension: none. Its question concerns the experienced value of joint work, not usable shared references or the extent and attribution of collective claims. Do not manufacture a one-theme dimension.

Material selected for breadth and depth: t11, t12, t17. The contrasts cover valuing process, reporting loss, describing emptiness, diversion and ironic thanks. These are selected examples, not a claim that intervening forms are absent.

Position: core. Coder theme t11 (celebrating the work and thanking the helpers); first-order concept: taking pride in redditors working together rather than the result. Why this one: it voices or redirects experience rather than identifying a culprit or undertaking maintenance. Nearest alternatives are decided by the discriminator above.

c0160, qqoZsCLUYmkkiYJZgysvFfG0dKE=, hour 62.97694444444444, item dfrfkme, thread 634w3m, offsets 144:310 (cite receipt 3028):

Nothing lasts forever, but it was fun watching /r/indonesia redditors working together to create something. The result isn't very important, the process which is fun.

Position: core. Coder theme t12 (mourning a lost flag and calling it defeat); first-order concept: ending with no flag. Why this one: it voices or redirects experience rather than identifying a culprit or undertaking maintenance. Nearest alternatives are decided by the discriminator above.

c0118, RBlIlLXjDd8t+2OyTDVHfB6YAoc=, hour 73.48222222222222, item dfs0yxj, thread 6345ji, offsets 0:30 (cite receipt 3034):

GG WP ^ng****t WE HAVE NO FLAG

Position: core. Coder theme t12 (mourning a lost flag and calling it defeat); first-order concept: feeling empty after r/place ended. Why this one: it voices or redirects experience rather than identifying a culprit or undertaking maintenance. Nearest alternatives are decided by the discriminator above.

c0204, 3trh9PmZ9Il4iBHWqEVnLEEcIKw=, hour 88.93416666666667, item dft46p6, thread 63a5pg, offsets 0:118 (cite receipt 3037):

And now r/place has ended. With nothing to do I'm kinda feels empty inside, like after finnishing a good game or animu

Position: core. Coder theme t17 (joking and sharing music after the loss); first-order concept: offering Dangdut Reggae to take minds off our defeat in r/place. Why this one: it voices or redirects experience rather than identifying a culprit or undertaking maintenance. Nearest alternatives are decided by the discriminator above.

c0225, xx18XRcWyc1+pT3SeowybqytYVw=, hour 94.58083333333333, item 63ego9, thread 63ego9, offsets 0:109 (cite receipt 3079):

To take your mind out of things, our defeat in /r/place and recent politics, listen to this "Dangdut Reggae".

Position: side. Coder theme t17 (joking and sharing music after the loss); first-order concept: ironically thanking the president for Rp0 phone credit. Why this one: it voices or redirects experience rather than identifying a culprit or undertaking maintenance. Nearest alternatives are decided by the discriminator above.

c0216, ZxHLnelhmwjP9etjMa1gMposSK4=, hour 81.34527777777778, item dfsoxrj, thread 63anhk, offsets 0:127 (cite receipt 3077):

Terima kasih atas pulsa yang telah dikirimkan, semoga amal ibadah bapak sebanding dengan apa yang telah bapak berikan pada saya

Code-mass coverage: {mode: coverage, unit: codes, n: 34, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3424}. This is contextual assignment coverage, not how often the practice happened.

Aggregate dimensions

The dimensions collect distinct answers to common explanatory questions. They do not assert relationships, temporal phases, necessary conditions or mechanisms. Both are arguable. The construct blocks in dimensions.jsonl preserve the declaration, grounded gloss, mistaken-for warning and disconfirmation condition.

D01: Making contributions mutually usable

Declaration: coined; source: none. Gloss: Make the object, means and public source of directions available to contributors.

Members: T4-001, T4-002, T4-003.

Question: Through what distinct public references can dispersed people orient contributions to a shared effort?

Common practice: Participants make different public reference points available: an intended object, usable contributions, and a source of collective direction. No member alone explains the difference between knowing what to join, being able to keep working, and knowing whom or what to address as direction.

Membership predicate: Supply a shared reference for contribution: a recognizable object, usable execution means, or an addressable source of collective direction.

Gate: Gather themes whose shared problem is how contributions can be mutually oriented, not whether a claim is rightful or who is answerable for an outcome.

Variation: Recruitment and design through maintenance and tools to questioned or performed direction. The symbolic edge may not sustain actual work.

Mistaken for: Generic coordination, necessary conditions or an accepted hierarchy.

Least certain member: T4-003. Performed office may supply only a symbolic address. Include that limited public reference without treating it as accepted or effective command.

Disconfirmation elsewhere: Its members provide no shared reference through which dispersed contributors can address a joint task, and only coincide in one topic.

Explicit evidence, from the bottom tier:

c0006, 4jkdWOlqvhPSj6M3J5vUVo+zISY=, hour 15.117222222222223, item 62r9d9, thread 62r9d9, offsets 0:42 (cite receipt 2942):

Let's make the Indonesian flag on /r/place

c0027, oY2oEMrnPlmyrUh8N363XLbVgqw=, hour 46.38388888888889, item dfq868a, thread 62wyny, offsets 0:192 (cite receipt 3060):

PSA aja : Refresh page SEBELUM naruh pixel. Kadang pixelnya belum keupdate, dan kadang, user lain udah update/defense, tapi belum keupdate di browser kita. Jadinya kita numpuk pixel yang sama.

c0044, R7YEUeco8EvyQh4X5bhPFw+bheY=, hour 39.170833333333334, item dfpz9ch, thread 62xrls, offsets 0:86 (cite receipt 2992):

Goddamnit KrJQ3VtWcCxLviJPz5lFrS+d8qo=, you can't just release executive order every time you want to!

Assignment code-mass coverage: {mode: coverage, unit: codes, n: 107, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3431}. This describes the register's reach, not prevalence of the dimension.

D02: Limiting collective claims

Declaration: coined; source: none. Gloss: Make the extent of intervention and responsibility for it contestable.

Members: T4-004, T4-005.

Question: What can be claimed for a collective effort, and which actions and obligations can be attributed to it?

Common practice: Participants contest limits on collective claims in different registers: the extent of intervention and the attribution of actions and obligations. Neither negotiating a site nor reconstructing an actor's responsibility alone explains that distinction.

Membership predicate: Address the extent, entitlement or attribution of collective intervention, through proposed limits or accounts of agency and responsibility.

Gate: Gather themes about claims on territory or on collective agency and obligations, not merely tools or public reference points for execution.

Variation: Taking through bargaining and restraint, and neutral reconstruction through accusation and accountability proposals. These are alternatives, not a community's agreed progression.

Mistaken for: Conflict resolution, consensus, legitimate borders or verified responsibility.

Least certain member: T4-005. Neutral origin accounts may only narrate. They qualify insofar as they identify how a shared result came to be attributable to acts, without requiring blame.

Disconfirmation elsewhere: The proposed territorial terms and attributions concern no shared collective claim, and cannot be distinguished from unrelated personal stories.

Explicit evidence, from the bottom tier:

c0121, BxmKBcv1sSMzc65NP5tZmbhU/qA=, hour 59.14055555555556, item 6347ps, thread 6347ps, offsets 28:302 (cite receipt 3008):

Hello, I am from the Peace Corps of r/place, also part of the clan r/glitchvomit, we've received a complaint from r/dwarffortress that you're invading their territory, they want you to shrink you flag a little, if you comply with these, there will be no big problem. Thanks.

c0128, LY/0goFn8rRiZinbLp+LWQGK6qs=, hour 70.90972222222223, item dfrt5gd, thread 6347ps, offsets 0:46 (cite receipt 3003):

Yangok neither represents us nor /r/minecraft.

c0218, qW1kOmHd5um+Eo3PIjB9P0FvNfw=, hour 82.17083333333333, item dfsreyt, thread 63anhk, offsets 0:53 (cite receipt 3006):

ADILI PEMBELOT YANG MEMULAI PERANG TANPA ABA-ABA!!!!!

Assignment code-mass coverage: {mode: coverage, unit: codes, n: 78, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3433}. This describes the register's reach, not prevalence of the dimension.

Separating the dimensions from both sides

From D01, a direct link or display-refresh instruction helps people orient or execute contributions; it need not address a right to occupy the destination. c0170 and c0027 therefore differ from the conditional complaint in c0121, which asks for a smaller claim to avoid conflict. Invoking an admiral in c0181 supplies an addressable public voice. Denying that Yangok represents a party in c0128 instead limits attribution of obligations.

From D02, the substantive terms of relocation in c0112 concern space, assistance and stopping vandalism. A site coordinate is embedded in those terms, but the code's primary practice is the negotiated intervention, unlike the bare upper boundary in c0150. The Discord referral in c0155 sends the ambassador discussion elsewhere without showing any terms. Route is D01; territorial bargain and responsibility are D02. A court proposal can be actionable without becoming a means of maintaining pixels.

An appraised result is not automatically a claim about entitlement or execution. T4-006 remains outside both dimensions. Pairwise separation is therefore an analytical distinction, not an assertion that utterances cannot combine these problems.

What no higher theme picked up

No whole coder theme is wholly unpicked. Parts of t10 and t16 remain contextual: c0201, c0194, c0195, c0196, c0197, c0199 and c0223. They concern a hoped-for busy venue, waiting, next-time suggestions, broader recruitment or a missed opportunity to help. Every child has a specific status and reason in assignments.jsonl. They are not a catch-all theme.

c0201, geTCzggSjR/EP32jfa5i9ybFzn8=, hour 83.60916666666667, item dfsvh5g, thread 63a5pg, offsets 0:58 (cite receipt 3023):

Gara2 /r/place server discord jadi rame. Semoga tetep rame

c0195, ZUlGJjCZV7mb7l9K/MGS+pHgMMM=, hour 79.33166666666666, item dfsiyrd, thread 63a5pg, offsets 241:292 (cite receipt 3072):

maybe make better defendable flag size r/indonesia?

c0223, PH/SnmvmCQUeB1g8Il/6xS3pjN0=, hour 85.24388888888889, item dfsz0sy, thread 63anhk, offsets 121:194 (cite receipt 3132):

If only we could lift our gov's ban on reddit and bring all our army here

These could support a heading about future aspirations. They do not supply a common enacted preparation that explains future capacity. The missed helping plan is also about an unrealized past opportunity rather than a later arrangement. Retaining them as context is narrower than claiming nothing happened later.

Placed code mass: {mode: coverage, unit: codes, n: 219, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3426}. Unpicked contextual code mass: {mode: coverage, unit: codes, n: 7, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3429}. Unresolved assignment mass: {mode: coverage, unit: codes, n: 0, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3521}. Out-of-scope assignment mass: {mode: coverage, unit: codes, n: 0, denominator: {unit: codes, n: 226, of: all live r/indonesia codes in hours 0 through 97}, receipt: 3524}. These are statuses of supplied codes, not quantities of people or unobserved conduct. Window for all: 0 <= hour <= 97; the instrument's start and end boundary ID and item lists are empty. The sets cover the frame once without multiple placement.

Alternatives, form and source constraints

A single coordination group would hide the difference between an object, its working means and a public mandate. A single conflict group would hide territorial terms versus explanations and accountability. A live/aftermath cut would scatter recurring practices by clock position and wrongly make all late talk organizational continuation. A third dimension called aftermath would gather unlike topics by time or contain only T4-006; neither adds a common explanatory distinction. The universal-problems framework has not supplied the partition.

The higher theme I least trust is T4-006: local bot parody can be teasing rather than appraisal of the shared effort. Its explicit process valuation and music-diversion words support the broader practice, but no successful coping, cohesion or emotional convergence is inferred. T4-003 is also bounded: enacted office makes an addressable voice, not a demonstrated hierarchy.

Form_pass.md supplies turn-level findings as prose outside the arithmetic. Their findings concern short prerequisite requests, mixed practical and playful office register, unevenly explained knowledge and public referrals. They are not extra topic members or gate parts. No recurrence rate or register prevalence is claimed. The prior's off-platform rival is limited by visible local work and replies, while the content of Discord decisions remains unavailable.

The global onset contrast is not an analysis available in one room. The episode account, including failed attempts and the positive coordination appraisal in c0161, remains unchanged. No cross-coder conflicts are delivered, so none can be reported as decided or as a reliability score. All quoted empirical examples above were resolved through cite. No source coding, optional name or episode was rewritten, and no R4 concept or model relationship has been created.

Episodes before the arrows

Target length: under 1,700 words.

These source-only accounts use first-order quoted words, dated items and the R1 brackets. They do not use the higher structure as an explanation. Full source-thread deliveries are retained at receipts 4021, 4023, 4026 and 4045. The last delivery includes material after hour 97, excluded below.

Ordinary: E-10, maintenance and mutual watch

At hour 56.691944444444445, I3iz7JX0fvNk2RHjhs09X9SD+iY= opens 633gcp with a maintenance request. The problem is keeping an existing flag usable, rather than choosing an initial emblem. The replies include calls for more people and a participant who cannot join while in class. A larger audience is imagined, but that wish is not an observed arrival of placers.

c0094, I3iz7JX0fvNk2RHjhs09X9SD+iY=, hour 56.691944444444445, item 633gcp, thread 633gcp, offsets 0:42 (cite receipt 4072):

Looks like we need to do some maintenance!

A later reply reports attention to the red area. The post author then undertakes the white area, specifying blue or conspicuously misplaced tiles. The different areas give these contributions identifiable objects without an appointment or roster in the inspected exchange.

c0095, k1ZJWaVfrhpuq9dHx6B7gCG3r/0=, hour 57.16888888888889, item dfr1gng, thread 633gcp, offsets 0:33 (cite receipt 4074):

Defending the red part since 6 AM

c0096, I3iz7JX0fvNk2RHjhs09X9SD+iY=, hour 57.189166666666665, item dfr1ipo, thread 633gcp, offsets 0:82 (cite receipt 4077):

I'll keep on the white part for now, mainly on the blue/really-out-of-place tiles.

An Australian visitor reports help with lettering and misplaced tiles at hour 58.13444444444445, item dfr4cit, through c0097. The response at hour 58.344166666666666, dfr4zgp, c0098, says, "And likewise keeping an eye on Steve and Straya!" This is a public report of reciprocal attention. It does not measure how many pixels either side placed, prove a treaty or show that the flag survived.

At hour 59.13666666666666, dfr7fei, c0099, suggests abandoning the canvas above the 164th Parallel and moving south. That introduces another course of work. The source does not show this suggestion being chosen in the episode. Later full-thread context includes fatigue and an attack report beyond the coded bracket. Those additions do not retrospectively convert the earlier suggestion into an agreed move.

This is an ordinary test because the public record contains specific contributions and a reply, not only a collective slogan. Its observation limit matters: the episode reaches a proposal to leave the site without demonstrating a resolution. The inspected exchange does not establish who had authority over all helpers. A later account must preserve the visible division of care and its limited reach, even if a wider campaign narrative celebrates leaders or reports defeat.

Unpredicted: E-20, attempting accountability after closure

The public post in 63anhk announces dissolution at hour 79.92694444444444. It also thanks participants and hosts and awards Rp0 phone credit. Its replies include reward jokes, bot complaints, accounts of vandalism and requests for an explanation. These different acts do not constitute one agreed post-war response.

c0205, KrJQ3VtWcCxLviJPz5lFrS+d8qo=, hour 79.92694444444444, item 63anhk, thread 63anhk, offsets 918:966 (cite receipt 4086):

Membubarkan Komando Perang /r/place /r/indonesia

Within that thread, kNRIuPxRTsQR7UpPjZGVMqacmso= says "perlu diadili itu" at hour 81.01611111111112, item dfsnxkn, c0213. MnEFBCUsVAtsP6T5srEELxrnMHo= follows with a tribunal demand at hour 81.28972222222222.

c0215, MnEFBCUsVAtsP6T5srEELxrnMHo=, hour 81.28972222222222, item dfsordu, thread 63anhk, offsets 0:31 (cite receipt 4090):

I demand international tribunal

qW1kOmHd5um+Eo3PIjB9P0FvNfw= later specifies the proposed targets as defectors who began war without orders. This wording matters because it identifies what the proposed trial would answer for. It does not independently verify who began the conflict.

c0218, qW1kOmHd5um+Eo3PIjB9P0FvNfw=, hour 82.17083333333333, item dfsreyt, thread 63anhk, offsets 0:53 (cite receipt 4092):

ADILI PEMBELOT YANG MEMULAI PERANG TANPA ABA-ABA!!!!!

At hour 82.21444444444444, GA/8smIC0JNUwSaUmR3H9H0cQrs= names "r/karmacourt" in dfsrjs6, c0219. The sequence moves from proposing a trial to a possible venue. The dated coded record ends this episode there. It shows an attempted procedure, not a court established, a charge filed or an outcome.

Full-thread context contains an in-window question about who will submit the case and whether there is an official lawyer: dft60go, hour 90.51972222222223. It is uncoded. Its status remains contextual, so it cannot change the coded endpoint or the coded aftermath denominator. The gateway also delivered substantially later comments, which are outside hour 97 and excluded.

This test was not predicted by an account limited to flag placement: actionable proposals can concern responsibility after placement has closed. Humour does not by itself make these requests non-actionable. Equally, procedural words cannot establish that a procedure operated. A model must leave both facts intact and avoid equating the dissolution of the named command with the end of all public attempts to organize something.

Stopped early: E-02, a flag call without an established arrangement

The opening item 62r9d9 at hour 15.117222222222223 calls for an Indonesian flag, while its full text explicitly says the location must be decided first. The thread therefore begins with an intended emblem and an unresolved site.

c0006, 4jkdWOlqvhPSj6M3J5vUVo+zISY=, hour 15.117222222222223, item 62r9d9, thread 62r9d9, offsets 0:42 (cite receipt 4060):

Let's make the Indonesian flag on /r/place

A request to explain the event receives the platform description coded in c0007, item dfos8eu, at hour 18.635555555555555. Suggestions then identify possible sites. One choice encounters Touhou participants who say an existing 9ball and its border should not be overwritten. qW1kOmHd5um+Eo3PIjB9P0FvNfw='s coded response identifies taking the border as a prerequisite.

c0008, qW1kOmHd5um+Eo3PIjB9P0FvNfw=, hour 19.820555555555554, item dfotm3t, thread 62r9d9, offsets 0:53 (cite receipt 4064):

alright, then. but we need to hijack the border first

hZigCfpBBiktzbaiZAgK7hXvsnM= proposes moving elsewhere and reports beginning a contingency flag at hour 20.364722222222223, item dfoudql, c0009. Full context also proposes a komodo instead of a flag and considers Dutch space. These are alternatives voiced by different participants, not a demonstrated sequence of unanimous decisions.

The leadership request follows:

c0010, GA/8smIC0JNUwSaUmR3H9H0cQrs=, hour 20.9325, item dfova1s, thread 62r9d9, offsets 0:28 (cite receipt 4068):

We need a leader to do this.

The same speaker asks "Where are you, mods?" at hour 20.975277777777777 in dfovckj, c0011. The coded episode ends at that summons under the prior's linked-problem rule. Later context contains another summons and a Malaysia attack proposal. It does not show an appointed leader or accepted site for this particular attempt. A later flag elsewhere cannot be treated as its completion without an evidenced connection.

Stopped early describes the observed arrangement, not proof that everybody gave up. There are calls, possible places, resistance, a reported contingency start and a request for leadership. Their coexistence shows that an intelligible national symbol does not settle how to act on it. The subsequent model must be able to describe this incomplete beginning without making a leader request itself an installed authority or treating every new proposal as uptake of the opening call.

R6 account and close decisions

Target length: under 3,000 words.

Criterion before account pass 1

Prefer a later account only if a stranger can follow an observed relation or an identified contrary episode more accurately, with its supporting words and a specific qualification, without inventing uptake, an unseen decision, a causal bridge, an emotional trajectory or future capacity. Preserve all elements unless simplifying one demonstrably keeps its explanatory work; record the cost of any cut. The account must work from the whole case down to its episodes and back through the ordinary, stopped and unpredicted tests, rather than importing population claims from the global card.

Reading key and sequence

The room contract, PROFILE and PILOT-AMENDMENT were retrieved completely and match pinned hashes. Current R5 files match the retained head. CROSSWALK.md explicitly maps the C5 three-reader fleet to none for the case aggregator; no account readers are dispatched or fictitiously scored. The R4 critic remains accepted and answered. E1 contributes the claims-versus-evidence table, not its global audit, shelves or reconstructions. No canvas, other case or global model is available. R5 supplied no successor to model.md, structure.md or concept.md, so R4 pass 5 remains the scientific source.

The account is written before any sketch or render. Then the name prose test, three arrangements, simplification review, propositions, representative data structure and figure specification precede the controller's render. The rendered source-bound image must be inspected and source errors repaired before claims and confidence. INTERVIEW.md is the room's closing interview. Every ordinary file, note and head update must be completed before the structured confidence move, the last file operation, then tool.py check close. No write will follow a passing final check.

Scope and runtime

Requested R6 model/effort is GPT-6.1 Sol medium under the pilot amendment; exact runtime binding remains the controller's fact rather than a lead-invented identifier. The native agent is Codex. There is no new explanation-literature read, new element, recut or relabelling planned. A quotation check is not a new abductive source sample. Any new source interpretation prompted by literature would require its own prior abductive note.

Simplification review

The account keeps twelve elements, but only three local links. Retaining range is preferable to a compact false pipeline. Each retained element was compared to a concrete alternative:

No element is cut or status changed. A04 and A05 were already excluded; R6 does not withdraw them anew or invent history events. No T4, dimension or original coder-theme recut occurs. Every retained construct passes the bounded prose test; none is renamed. A sparse relational lattice is the declared cost of not pretending every practice participates in a grounded causal chain.

Passes, row rule and render

Pass 1 writes the account from selected story 5 before any sketch. Pass 2 compares it to the retained concept, prior, source-only ordinary/stopped/unpredicted accounts and three arrangements; it adds an explicit no-new-concept sentence and changes no element or cut. The criterion prefers that clarification and the loop stops under the no-element/no-cut rule. The three arrangements are clock, condition/practice/local-response, and contrasting episode trajectories. The account uses the second with the third as its challenge, not a population distribution.

The table selects every original coder theme plus split/contextual range, not a frequency-ranked centre: helping versus appreciation, live referral versus venue hope, territorial stop versus letting go, dissolution versus future wish, and court referral versus diversion. It has 23 representative rows across the original 17 coder themes, six T4 themes and two dimensions. These are administrative inventories of display rows and objects, not measured practice prevalence. All attribution and hours come from cite; c0140's final paragraph-span ends at offset 289, as receipt 8865 specifies. Original labels remain byte-for-byte; T4/dimension names now appear in each applicable row so it can be followed without another file.

First render 40cfe16da06aa5d93aea1ffca069001cd7816d3add6bfcdaf80aa6a40efebce3 was inspected and its two-column layout corrected in the specification. The table display was then repaired at source for readable attribution and named upper tiers, with an intermediate offset correction. Final render 33b42335261331f63a2b1107bcf7444ac218b48c12bd7f4154a40a65256f7997 is inspected: same twelve legible boxes, three proposition-tagged links, no excluded hypotheses, no loop; K02 explicitly names hour 73. Final HTML source is read through EOF at 8927. The native image initially presented as blank because its data URL was labelled application/octet-stream; relabelling that same returned PNG payload as image/png displayed it correctly without modifying any image or file. No AI image tool or direct filesystem read/write was used.

Claims and limits

There are three words-carried propositions, no thin retained proposition, no wholly reading-alone proposition and no from-literature arrow. Two excluded effectiveness hypotheses remain thin in the model record. A01 and A02 use quoted responses or author-given reasons; A03 is justification within a co-occurring demand, not temporal escalation. All three figure arrows have support quotations; none uses a separate support_transition interval. No new interval or practice prevalence was calculated by hand.

The complete claims table checks evidence type, resolved exemplars, rival and right validation for each proposition, plus endpoint, appraisal and literature comparisons. It distinguishes participant explanations from the lead's supported relation. The R4 critic remains accepted and answered; no accepted work is rerun. C5 readers/fidelity are unavailable by CROSSWALK, not zero, and no reader returns or verdicts are invented. No return against other cases or global model is claimed.

Complete-record review before confidence

I checked the whole R6 account, data structure, propositions, figure specification, claims and implications, not only the last display defect. Every retained element and construct is discussed with range or qualification. All local prose IDs are individually backticked; evidence endpoints use individual item/thread IDs and exact instrument hours. The account retains the ordinary E-10, stopped E-02 and unpredicted E-20 comparisons, excluded A04/A05, E-21/E-18 aspiration residues, undimensioned T4-006 and contextual wishes. It neither claims all marks lost nor identifies the coded endpoint with the end of all organizing. The explicit aftermath denominator retains receipt 1502 and the uncoded later request warning.

The prior, concept and literature comparison are reconciled: expected usability repair survives locally; effective command and off-platform outcomes remain unknown; post-closure accountability adds a specific organizing object rather than a universal result. No new concept, typology, causal loop or solved-four-problem claim is made. The selected model, all coding and append-only scientific history remain unchanged. No late empirical code or unstamped scientific history event is introduced.

INTERVIEW.md is under 800 words. Account, claims and implications remain within their stated target lengths; no human informant relationship or independent reader validation is claimed. The confidence move will cover room, whole model, every T4, dimension, element and arrow, last among file operations. All ordinary files, this diary and the current head are completed first. The controller's final check and its preserved output provide the validation report; this file does not predict or claim a passing result. After a pass there will be no further tool call or write.

Close-check presentation repair

First close check returned one defect only: table:quote, data_structure.md row 16, requiring the full closed code verbatim. Profile, model, findings, histories, critic/stopping and the other account obligations passed their applicable components. The earlier shortened c0140 span was a valid cite substring but not a full-code table match; that display choice, not the source coding, was wrong for this checker. Reopened finalization through the public move, preserving the first confidence hash. Row 16 now uses complete c0135, a single-line question within the same t13 and T4-005/D02 path, with original concept label and exact cite metadata. c0140 remains unchanged in the account and original coding. This changes neither a construct nor a finding; no accepted model or critic work repeats. The row-selection rule still represents all themes and split/contextual range. Fresh rendering and inspection precede re-recording identical confidence judgments last. The initial confidence and failed check remain in the controller's append-only record. This is a presentation repair under PILOT-AMENDMENT, not a scientific failed-repair allowance or a fabricated pass.