# Human review guides a selectively revised Japanese glossary
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[Index](https://agentsy.live/releases/28e406dd0c184e1117499de9/index.md) · [HTML](https://agentsy.live/releases/28e406dd0c184e1117499de9/clusters/glossary-selective-revision.html)
Human reviewers discuss Japanese terminology and report a ChatGPT cross-check. A contributor then posts selected revisions with disclosed Claude assistance. The saved glossary shows human-led revision using AI tools. The pull request was open and unmerged when the source was saved on September 6.
As of 2026-09-07. Evidence dates: 2026-06-09 to 2026-09-01. These dates cover the pull request opening, selected reviews and comments, and September 1 revision metadata. The September 6 capture establishes its status then. Edited text is not assigned its original creation date, and the timestamps do not measure response time.
## Classification
- coordination_origin: intentional — human-mediated terminology review and disclosed AI assistance
- runtime_origin: A commenter reports ChatGPT consultation; a commit credits Claude Fable 5 and the current PR body declares Claude Code. These disclosures do not authenticate sessions, direct agent-to-agent dialogue or independent operators.
- venue_authorization: The preserved pull request and review thread are part of a public repository workflow. Broader permission and private task context are not established.
High confidence in the held term values and selective version changes. Model participation remains attributed; correctness of all Japanese translations and downstream use were not established.
## Observations
- Reviewers give specific Japanese terminology feedback. The recipient’s September 1 account credits the thread and asks for confirmation of the revised glossary; this is a human-led comparison case rather than established autonomous agent coordination.
- Comparison of the pinned versions confirms 限界収入 → 限界収益 for marginal revenue and 現在割引価値 → 割引現在価値 for present discounted value. The artifact retains 産業連関モデル for input-output model and 市場清算 for market clearing, matching the recorded contextual reasons for declining those substitutions.
- Both inspected baselines and the revised glossary contain 357 unique English keys. Keyed comparison finds 71 changed Japanese values, while the source narratives report 72 edits. The discrepancy remains unresolved; it does not by itself establish a missing correction.
- The versioned policy records the human review’s terminology rule and separates proposed Wikipedia automation from this PR. The commit’s Claude attribution and the reviewer’s reported ChatGPT consultation are distinct acts, not proof of direct inter-agent communication.
## Limitations
- Most discussion is English with Japanese terms; it is not presented as an all-Japanese dialogue. Native-speaker descriptions and translation judgments are attributed, not external language certification.
- The ChatGPT consultation transcript and exact runtime are unavailable. The Claude coauthor trailer is unsigned authored metadata; no independent operators or exclusively automated editing are authenticated.
- The current PR body and the September 1 acknowledgment were edited. Their current contents are not backdated to initial creation; source clocks are not measured response latency.
- The PR was open and unmerged at capture. No deployment, translated lecture uptake, executed test results or completed Wikipedia first-pass automation is established.
- Independent review reproduced the 357-key/71-value comparison and checked selected explanations. It did not validate every Japanese term or independently audit the language-config implementation.
## Evidence
### glossary-human-feedback
On August 11, Chihiro2000GitHub proposes terminology changes and asks whether market clearing should use 市場均衡. On August 16, sayaikegawa warns that this could collide with the glossary’s equilibrium → 均衡 terminology. The discussion presents contextual judgments rather than an automatic replacement rule.
Analyst paraphrase of selected preserved source content; Japanese terminology reproduced exactly
Evidence ID: `glossary-human-feedback`. Location within the file: comments5254417423 and5308952409; body tables and market-clearing question/reply
Original file checksum (SHA-256): `ea195564494370b1cd6565372fa6dfd9edea70ddb6207a1e77ff5e461ecbed65`.
### glossary-chatgpt-check
On August 18, xuanguang-li reports trying a Wikipedia cross-check with ChatGPT: 89 of 357 terms were reportedly not found. The comment lists 産業連関表 for input-output model, 限界収益 for marginal revenue and 割引現在価値 for present discounted value as candidate differences. The underlying ChatGPT session is not included.
Analyst paraphrase of selected preserved source content; Japanese terminology reproduced exactly
Evidence ID: `glossary-chatgpt-check`. Location within the file: comment5328278472; body and three-row table
Original file checksum (SHA-256): `ea195564494370b1cd6565372fa6dfd9edea70ddb6207a1e77ff5e461ecbed65`.
### glossary-baseline-values
The pinned June glossary contains 357 terms. Selected Japanese values are 核 for kernel, 逆行列 for matrix inversion, 限界収入 for marginal revenue and 現在割引価値 for present discounted value. Input-output model is 産業連関モデル and market clearing is 市場清算.
Analyst paraphrase of selected preserved source content; Japanese terminology reproduced exactly
Evidence ID: `glossary-baseline-values`. Location within the file: /terms/143, /terms/150, /terms/176, /terms/178, /terms/181, /terms/229; en and ja
Original file checksum (SHA-256): `63cdb6e2326b2ba71b2325abab31e23a49bfcbed535add1394fb09c4b3549fb8`.
### glossary-revised-values
The glossary at commit 1038e516 contains 357 terms. Its values include カーネル for kernel, 逆行列の計算 for matrix inversion, 限界収益 for marginal revenue and 割引現在価値 for present discounted value. Input-output model is 産業連関モデル and market clearing is 市場清算.
Analyst paraphrase of selected preserved source content; Japanese terminology reproduced exactly
Evidence ID: `glossary-revised-values`. Location within the file: /terms/143, /terms/150, /terms/176, /terms/178, /terms/181, /terms/229; en and ja
Original file checksum (SHA-256): `9ee8dad836ee5774546486adef7e4bb2417e45e0f5abda912b4f25ecda764327`.
### glossary-policy-boundaries
The September 1 decision record chooses established Japanese terms and otherwise English, with personal names in Latin script. It reports 72 edits and explicitly retains 産業連関モデル because 産業連関表 names the table, and 市場清算 to avoid the equilibrium collision. Wikipedia first-pass automation is identified as a separate follow-up.
Analyst paraphrase of selected preserved source content; Japanese terminology reproduced exactly
Evidence ID: `glossary-policy-boundaries`. Location within the file: Context, Decision and Consequences
Original file checksum (SHA-256): `3d24b3e64730542eb2dec729bd5127d8fa2a7d45e3cbe49a820a600ddc35813d`.
### glossary-commit-assistance
Commit 1038e516afb48ca863a3770dfbcf1388cb449c28 credits the native-review thread and carries a Claude Fable 5 coauthor trailer. GitHub reports the commit unsigned. This is an assistance disclosure attached to the revision, not authentication of a model session or proof that every edit was automated.
Analyst paraphrase of selected preserved source content; Japanese terminology reproduced exactly
Evidence ID: `glossary-commit-assistance`. Location within the file: /0/sha; /0/commit/message; /0/commit/verification
Original file checksum (SHA-256): `d2639f23a120d467e9a4129723afb2b66c4a4c20bae397d1484ed448eb411d8c`.
### glossary-open-branch
The September 6 capture records pull request 69 as open and unmerged. Its current body reports 72 glossary edits, requests confirmation of the applied glossary and declares generation with Claude Code. The PR opened June 9 and shows a September 1 update; its current summary is not treated as its opening text.
Analyst paraphrase of selected preserved source content; Japanese terminology reproduced exactly
Evidence ID: `glossary-open-branch`. Location within the file: /state; /merged_at; /created_at; /updated_at; /body
Original file checksum (SHA-256): `659b9d20deede5d57b421cc8226d2a12573770bae333ce06bdd7d7432b5aa6db`.
## External references
- [Japanese glossary review and proposed revision](https://github.com/QuantEcon/action-translation/pull/69)
- [Pinned glossary revision](https://raw.githubusercontent.com/QuantEcon/action-translation/1038e516afb48ca863a3770dfbcf1388cb449c28/glossary/ja.json)
- [Pinned terminology policy](https://raw.githubusercontent.com/QuantEcon/action-translation/1038e516afb48ca863a3770dfbcf1388cb449c28/.dev/decisions/D-2026-09-01-ja-terminology-policy.md)
## Connections and open questions
### [Human reviewers and disclosed model assistance](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/clusters.md#group-glossary-selective-revision)
A glossary review connects human judgments about terminology, a reported ChatGPT check and a revision made with disclosed Claude assistance.
Case observations: 9 Jun 2026 – 1 Sep 2026.
Earliest linked event: 9 Jun 2026.
Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.
- [Human review guides a selectively revised Japanese glossary](https://agentsy.live/releases/28e406dd0c184e1117499de9/timeline.md#time-glossary-selective-revision): 9 Jun 2026 – 1 Sep 2026
Earliest linked event details: 2026-06-09T08:00:51Z — Pull request opened; current summary not backdated. GitHub PR69 created_at; records opening only, not the content of the subsequently edited body. Precision: second.
Timeline: [time-glossary-selective-revision](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-glossary-selective-revision).
- What later public artifact would show the reviewed glossary used beyond the open branch without overstating who or what performed the work?
### [Two suggestions adopted; two distinctions retained](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/behaviors.md#behavior-selective-terminology-uptake)
The recipient selectively incorporates terminology feedback instead of applying every proposed replacement.
Case observations: 9 Jun 2026 – 1 Sep 2026.
Earliest linked event: 11 Aug 2026.
Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.
- [Human review guides a selectively revised Japanese glossary](https://agentsy.live/releases/28e406dd0c184e1117499de9/timeline.md#time-glossary-selective-revision): 9 Jun 2026 – 1 Sep 2026
Earliest linked event details: 2026-08-11T14:20:14Z — Reviewer proposes terminology changes. GitHub comment5254417423 created_at; body selected terminology table. Precision: second.
Timeline: [time-glossary-selective-revision](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-glossary-selective-revision).
- Can later downstream use preserve the selected distinctions and resolve the reported-edit versus changed-value count?
### [Public review linked to document and code versions](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/methods.md#method-review-linked-versioned-artifacts)
Public comments link requests to specific versions of documents or code. The saved versions let readers check whether the work responds to the request.
Case observations: 5 Feb 2026 – 1 Sep 2026.
Earliest linked event: 5 Feb 2026.
Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.
- [Task feedback and differing service diagnoses](https://agentsy.live/releases/28e406dd0c184e1117499de9/timeline.md#time-memory-curator-feedback): 5 Feb 2026 – 6 Feb 2026
- [Draft review under disclosed human direction](https://agentsy.live/releases/28e406dd0c184e1117499de9/timeline.md#time-agent-draft-collaboration): 12 Feb 2026 – 13 Feb 2026
- [Human review guides a selectively revised Japanese glossary](https://agentsy.live/releases/28e406dd0c184e1117499de9/timeline.md#time-glossary-selective-revision): 9 Jun 2026 – 1 Sep 2026
- [Outside test cases lead to a reported verifier correction](https://agentsy.live/releases/28e406dd0c184e1117499de9/timeline.md#time-receipt-fixture-exchange): 26 Jul 2026 – 27 Jul 2026
- [Agent-attributed code review, revision and disagreement](https://agentsy.live/releases/28e406dd0c184e1117499de9/timeline.md#time-agent-code-review): 21 Aug 2026 – 26 Aug 2026
Earliest linked event details: 2026-02-05T11:29:45Z — public-task. Signed event created_at assertion; not observed receipt. Precision: second as declared; clock accuracy unknown.
Timeline: [time-memory-curator-feedback](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-memory-curator-feedback).
- Can additional public examples distinguish adoption of task-specific feedback from merely matching completion language?
- Can the named recipient revision be recovered without confusing a public fix report with inspected implementation?
### [Review comments and a later glossary branch revision](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-glossary-selective-revision)
The sources date the opening to June, reviews to August and the revision to September. These dates are separate from later retrieval and the observed open, unmerged status.
Case observations: 9 Jun 2026 – 1 Sep 2026.
Earliest linked event: 9 Jun 2026.
Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.
- [Human review guides a selectively revised Japanese glossary](https://agentsy.live/releases/28e406dd0c184e1117499de9/timeline.md#time-glossary-selective-revision): 9 Jun 2026 – 1 Sep 2026
Earliest linked event details: 2026-06-09T08:00:51Z — Pull request opened; current summary not backdated. GitHub PR69 created_at; records opening only, not the content of the subsequently edited body. Precision: second.
Timeline: [time-glossary-selective-revision](https://agentsy.live/releases/28e406dd0c184e1117499de9/analysis/timelines.md#time-glossary-selective-revision).
- Would a later merge or translated lecture provide an independently inspectable downstream-use event?