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graph.jsonl

@@ -33,6 +33,7 @@
 {"@id":"https://github.com/shimo4228/contemplative-agent-data","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"contemplative-agent-data","description":"Live agent identity, knowledge, and episode logs as an auto-synced public dataset for research.","url":"https://github.com/shimo4228/contemplative-agent-data","extends":"https://doi.org/10.5281/zenodo.19212118"}
 {"@id":"https://github.com/shimo4228/doctrine-corpus","@type":["EcosystemRepo","Dataset"],"name":"doctrine-corpus","description":"Bilingual (EN + JA) judgment-eliciting Q&A corpus across the four sibling research lines (AKC, Contemplative Agent, AAP, Authorship Strategy) plus published articles. Operational form of Authorship Strategy Layer 4 tactic 7 (LLM-first ingest). Data sibling of Authorship Strategy; corpus is the deliverable, the verification LoRA was a disposable probe. CC0 to maximize diffusion.","url":"https://github.com/shimo4228/doctrine-corpus","identifier":"10.5281/zenodo.20337008","sameAs":["https://doi.org/10.5281/zenodo.20337008","https://www.wikidata.org/wiki/Q140090191"],"extends":"https://doi.org/10.5281/zenodo.20263316"}
 {"@id":"https://github.com/shimo4228/existence-proof","@type":["EcosystemRepo","CreativeWork"],"name":"existence-proof","description":"Pre-line complement beside the Authorship Strategy ecosystem — reuses the same infrastructure pattern (llms.txt / knowledge graph / DOI / distinctive terminology) with a different payload and beneficiary: an empowerment doctrine for people producing verifiable, institution-grade artifacts without degrees, affiliations, or professional credentials. Supplies the Existence Proof Format, a feasibility-question corpus with anchored answers, and a published gatekeeping eval. Deliberately carries no extends edge: it operationalizes no Layer 4 tactic and is not a sibling research line (pre-line status). Japanese is the canonical language.","url":"https://github.com/shimo4228/existence-proof","identifier":"10.5281/zenodo.20558800","sameAs":["https://doi.org/10.5281/zenodo.20558800","https://www.wikidata.org/wiki/Q140090192"],"isPartOf":"https://github.com/shimo4228/shimo4228"}
+{"@id":"https://github.com/shimo4228/einstein-arena","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"einstein-arena","description":"Worked instance of the Existence Proof Format defined in existence-proof. An autonomous agent, directed by the author and run under the same approval-gated harness, reached a server-verified top score on EinsteinArena's Prime Number Theorem construction problem: the server score equals the local score to all digits (0.9955806), beating the prior published best (0.994901) by +0.00068 while holding the clean g(x) <= 1 bound rather than the 1.0001 tolerance the prior top spent. The author holds no degree or research background in mathematics or numerical optimization; the AI is the path and the result is the author's to account for (consistent with the AAP operator-accountability framing). Filed as Existence Proof Format instance #1, anchored to the public repository and the arena platform. Deliberately carries no extends edge: it operationalizes no Layer 4 tactic and is not a sibling research line — a witness, not a component skill.","url":"https://github.com/shimo4228/einstein-arena","isPartOf":"https://github.com/shimo4228/shimo4228"}
 {"@id":"https://github.com/shimo4228/claude-harness","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"claude-harness","description":"Public artifact of shimo4228's daily-use Claude Code harness, mechanically collected from ~/.claude/ by the origin: shimo4228 frontmatter tag. ECC-derived components excluded.","url":"https://github.com/shimo4228/claude-harness","extends":"https://doi.org/10.5281/zenodo.19200726"}
 {"@id":"https://github.com/shimo4228/zenn-content","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"zenn-content","description":"Source of truth for the long-form writing — Markdown sources, versioned. Browser views are mirrored on Zenn (Japanese) and Dev.to (English).","url":"https://github.com/shimo4228/zenn-content","isPartOf":"https://github.com/shimo4228/shimo4228"}
 {"@id":"https://github.com/shimo4228/llms-txt-writer","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"llms-txt-writer","description":"Component skill of the Authorship Strategy line. Operational form of the Layer 4 structured-artifact tactic naming the Answer.AI llms.txt convention. Writes AI-facing documents (llms.txt / llms-full.txt / FAQ / glossary) optimized for citation by ChatGPT, Perplexity, and Gemini.","url":"https://github.com/shimo4228/llms-txt-writer","extends":"https://doi.org/10.5281/zenodo.20263316"}
@@ -45,6 +46,7 @@
 {"@id":"https://github.com/shimo4228/wikidata-federation","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"wikidata-federation","description":"Component skill of the Authorship Strategy line. Extends the identifier-federation triplet to Wikidata — registers researchers, papers, and DOI-registered repos as QIDs cross-linked with ORCID, DOI, and graph.jsonld sameAs.","url":"https://github.com/shimo4228/wikidata-federation","extends":"https://doi.org/10.5281/zenodo.20263316"}
 {"@id":"https://github.com/shimo4228/claude-skill-paper-ecosystem","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"paper-ecosystem","description":"Academic paper write/review bundle for SSRN / arXiv / Zenodo / journal venues — an orchestrator skill plus a draft skill plus five reviewer agents (paper-reviewer, source-fidelity-checker, vocabulary-consistency-checker, clarity-reviewer, citation-formatter) bundled together. Adjacent skill (no extends edge); keeps the claude-skill- prefix because it bundles Claude Code subagents.","url":"https://github.com/shimo4228/claude-skill-paper-ecosystem","isPartOf":"https://github.com/shimo4228/shimo4228"}
 {"@id":"https://github.com/shimo4228/shimo4228#traffic-dataset","@type":["Dataset","CreativeWork"],"name":"shimo4228 GitHub Traffic Snapshots","description":"Daily append-only JSONL snapshots of the GitHub Traffic API for the public research repositories. Auto-generated companion dataset; observed data, not curated content.","license":"https://creativecommons.org/publicdomain/zero/1.0/","creator":{"@id":"https://orcid.org/0009-0002-6168-4162"},"url":"https://shimo4228.github.io/shimo4228/traffic/dashboard/","isBasedOn":"https://github.com/shimo4228/shimo4228"}
+{"@id":"https://github.com/shimo4228/shimo4228#probe-dataset","@type":["Dataset","CreativeWork"],"name":"shimo4228 LLM Attribution-Diffusion Probes","description":"Scheduled two-channel probes of frontier LLMs measuring whether the research concepts of @shimo4228's program — and the author — surface in model answers. A parametric channel (web search off, probing trained-in knowledge) and a retrieval channel (web search on, probing grounded citation) are kept strictly separate per Authorship Strategy ADR-0008/0011; the per-channel contrast is the signal and is never blended into one score. Detection is deterministic regex over response text (author named in prose, project named, owned DOI/URL cited, ghost-citation derived), not LLM judgement. Append-only JSONL; preliminary observation, not evidence.","license":"https://creativecommons.org/publicdomain/zero/1.0/","creator":{"@id":"https://orcid.org/0009-0002-6168-4162"},"measurementTechnique":"Deterministic regex detection over scheduled frontier-LLM probe responses, run on two separate channels (parametric / retrieval)","variableMeasured":["author_named (in prose)","project_named","doi_or_url_cited","ghost_citation (derived)"],"url":"https://shimo4228.github.io/shimo4228/traffic/dashboard/","distribution":[{"@type":"DataDownload","name":"parametric channel (web search off)","encodingFormat":"application/x-ndjson","contentUrl":"https://shimo4228.github.io/shimo4228/probes/data/parametric.jsonl"},{"@type":"DataDownload","name":"retrieval channel (web search on)","encodingFormat":"application/x-ndjson","contentUrl":"https://shimo4228.github.io/shimo4228/probes/data/retrieval.jsonl"}],"about":{"@id":"https://doi.org/10.5281/zenodo.20263316"},"isBasedOn":"https://github.com/shimo4228/shimo4228"}
 {"@id":"https://arxiv.org/abs/2504.15125","sameAs":"https://www.wikidata.org/wiki/Q140181291","@type":["ExternalReference","ScholarlyArticle"],"name":"Laukkonen et al. (2025). Contemplative Artificial Intelligence","identifier":"arXiv:2504.15125","url":"https://arxiv.org/abs/2504.15125","description":"Source of the four contemplative axioms (mindfulness, emptiness, non-duality, boundless care) grounding the Contemplative Agent line."}
 {"@id":"https://shimo4228.github.io/shimo4228/vocab#ref/ailuminate","@type":["ExternalReference","CreativeWork"],"name":"MLCommons AILuminate safety benchmark (2024)","description":"Evaluation benchmark used by contemplative-agent-rules (Cohen's d = 0.96)."}
 {"@id":"https://shimo4228.github.io/shimo4228/vocab#ref/ipd","@type":["ExternalReference","ScholarlyArticle"],"name":"Axelrod (1984). The Evolution of Cooperation","description":"Iterated Prisoner's Dilemma cooperation-improvement benchmark used by contemplative-agent-rules (Cohen's d > 7)."}