{"dep": 127, "title": "Inscriptions That Survive the Tokenizer: SPXI-TLP v2.2 — The Training-Layer Provenance Protocol", "date": "2026-05-25", "para": 316, "sent": 663, "sentence": "Whether US fair use doctrine permits the ingestion (in 2026; in litigation pending; outcome unsettled), whether the EU AI Act's Article 53 training-data transparency provisions apply, whether the Authors Guild settlement framework can be analogically extended — these are unresolved questions to which this protocol contributes evidence but not arguments.", "alias": ["\\bAuthors Guild\\b"], "cand_id": "D0001"}
{"dep": 729, "title": "Provenance Is What Authorship Must Endure", "date": "2026-05-12", "para": 34, "sent": 65, "sentence": "The Authors Guild \"Human Authored\" certification (expanded to all U.S. authors, March 2026), the Society of Authors scheme (March 2026), and analogous initiatives define human-authored work largely by excluding generative AI from the textual production process, with narrow exceptions for grammar checking or research support.", "alias": ["\\bHuman[- ]Authored\\b", "\\bAuthors Guild\\b"], "cand_id": "D0002"}
{"dep": 729, "title": "Provenance Is What Authorship Must Endure", "date": "2026-05-12", "para": 35, "sent": 68, "sentence": "This is a legitimate function: the Human Authored label is a market-category signal, not a complete theory of authorship.", "alias": ["\\bHuman[- ]Authored\\b"], "cand_id": "D0003"}
{"dep": 729, "title": "Provenance Is What Authorship Must Endure", "date": "2026-05-12", "para": 35, "sent": 71, "sentence": "This packet does not oppose the Human Authored certification.", "alias": ["\\bHuman[- ]Authored\\b", "\\bHuman Author(ed)? certification\\b"], "cand_id": "D0004"}
{"dep": 729, "title": "Provenance Is What Authorship Must Endure", "date": "2026-05-12", "para": 82, "sent": 194, "sentence": "The Authors Guild \"Human Authored\" certification (2026) and analogous initiatives operationalize a binary frame: AI-assisted work falls outside the human-authored category.", "alias": ["\\bHuman[- ]Authored\\b", "\\bAuthors Guild\\b"], "cand_id": "D0005"}
{"dep": 729, "title": "Provenance Is What Authorship Must Endure", "date": "2026-05-12", "para": 102, "sent": 261, "sentence": "Position on AI and authorship. - Authors Guild (March 2026).", "alias": ["\\bAuthors Guild\\b"], "cand_id": "D0006"}
{"dep": 729, "title": "Provenance Is What Authorship Must Endure", "date": "2026-05-12", "para": 102, "sent": 262, "sentence": "Human Authored certification, expanded to all U.S. authors. - Society of Authors (March 2026).", "alias": ["\\bHuman[- ]Authored\\b", "\\bHuman Author(ed)? certification\\b"], "cand_id": "D0007"}
{"dep": 729, "title": "Provenance Is What Authorship Must Endure", "date": "2026-05-12", "para": 102, "sent": 263, "sentence": "Human Authored scheme launched.", "alias": ["\\bHuman[- ]Authored\\b"], "cand_id": "D0008"}
{"dep": 729, "title": "Provenance Is What Authorship Must Endure", "date": "2026-05-12", "para": 115, "sent": 313, "sentence": "The \"Human Authored\" label matters.", "alias": ["\\bHuman[- ]Authored\\b"], "cand_id": "D0009"}
{"dep": 729, "title": "Provenance Is What Authorship Must Endure", "date": "2026-05-12", "para": 146, "sent": 366, "sentence": "Provenance must be borne.\") emerged through substrate consultation and human selection. - **The four-position taxonomy** in §3 was human-structured; substrate contributions provided supporting research grounding (Authors Guild dates, Copyright Office citations, EU AI Act timeline). - **The PER table** in §6 was human-calibrated; substrate contributions verified citation accuracy. - **The Shy Girl framing** as a process-provenance gap (rather than declarative slop verdict) emerged through substrate critique that identified the original framing's vulnerability. - **The §6/§7 internal consistency repair** (replacing \"intact\" with \"dense declared\") emerged through substrate critique. - **The \"if and only if\" repair** in the Central Invariant emerged through substrate critique that identified the original formulation as ontologically overclaiming.", "alias": ["\\bAuthors Guild\\b"], "cand_id": "D0010"}
{"dep": 1369, "title": "Provenance Is What Authorship Must Endure: AI-Mediated Writing, the Authorship-Slop Distinction, and the Missing Third Dimension of Provenance", "date": "2026-05-14", "para": 43, "sent": 72, "sentence": "The Authors Guild \"Human Authored\" certification (expanded to all U.S. authors, March 2026), the Society of Authors scheme (March 2026), and analogous initiatives define human-authored work largely by excluding generative AI from the textual production process, with narrow exceptions for grammar checking or research support.", "alias": ["\\bHuman[- ]Authored\\b", "\\bAuthors Guild\\b"], "cand_id": "D0011"}
{"dep": 1369, "title": "Provenance Is What Authorship Must Endure: AI-Mediated Writing, the Authorship-Slop Distinction, and the Missing Third Dimension of Provenance", "date": "2026-05-14", "para": 44, "sent": 75, "sentence": "This is a legitimate function: the Human Authored label is a market-category signal, not a complete theory of authorship.", "alias": ["\\bHuman[- ]Authored\\b"], "cand_id": "D0012"}
{"dep": 1369, "title": "Provenance Is What Authorship Must Endure: AI-Mediated Writing, the Authorship-Slop Distinction, and the Missing Third Dimension of Provenance", "date": "2026-05-14", "para": 44, "sent": 78, "sentence": "This packet does not oppose the Human Authored certification.", "alias": ["\\bHuman[- ]Authored\\b", "\\bHuman Author(ed)? certification\\b"], "cand_id": "D0013"}
{"dep": 1369, "title": "Provenance Is What Authorship Must Endure: AI-Mediated Writing, the Authorship-Slop Distinction, and the Missing Third Dimension of Provenance", "date": "2026-05-14", "para": 111, "sent": 213, "sentence": "The Authors Guild \"Human Authored\" certification (2026) and analogous initiatives operationalize a binary frame: AI-assisted work falls outside the human-authored category.", "alias": ["\\bHuman[- ]Authored\\b", "\\bAuthors Guild\\b"], "cand_id": "D0014"}
{"dep": 1369, "title": "Provenance Is What Authorship Must Endure: AI-Mediated Writing, the Authorship-Slop Distinction, and the Missing Third Dimension of Provenance", "date": "2026-05-14", "para": 142, "sent": 289, "sentence": "- Authors Guild (March 2026).", "alias": ["\\bAuthors Guild\\b"], "cand_id": "D0015"}
{"dep": 1369, "title": "Provenance Is What Authorship Must Endure: AI-Mediated Writing, the Authorship-Slop Distinction, and the Missing Third Dimension of Provenance", "date": "2026-05-14", "para": 142, "sent": 290, "sentence": "Human Authored certification, expanded to all U.S. authors.", "alias": ["\\bHuman[- ]Authored\\b", "\\bHuman Author(ed)? certification\\b"], "cand_id": "D0016"}
{"dep": 1369, "title": "Provenance Is What Authorship Must Endure: AI-Mediated Writing, the Authorship-Slop Distinction, and the Missing Third Dimension of Provenance", "date": "2026-05-14", "para": 143, "sent": 292, "sentence": "Human Authored scheme launched.", "alias": ["\\bHuman[- ]Authored\\b"], "cand_id": "D0017"}
{"dep": 1369, "title": "Provenance Is What Authorship Must Endure: AI-Mediated Writing, the Authorship-Slop Distinction, and the Missing Third Dimension of Provenance", "date": "2026-05-14", "para": 175, "sent": 361, "sentence": "The \"Human Authored\" label matters.", "alias": ["\\bHuman[- ]Authored\\b"], "cand_id": "D0018"}
{"dep": 1369, "title": "Provenance Is What Authorship Must Endure: AI-Mediated Writing, the Authorship-Slop Distinction, and the Missing Third Dimension of Provenance", "date": "2026-05-14", "para": 209, "sent": 416, "sentence": "- **The four-position taxonomy** in §3 was human-structured; substrate contributions provided supporting research grounding (Authors Guild dates, Copyright Office citations, EU AI Act timeline).", "alias": ["\\bAuthors Guild\\b"], "cand_id": "D0019"}