{
  "actors": [
    {
      "id": "actor:piotrsty",
      "type": "Contributor"
    },
    {
      "id": "actor:wikimedia",
      "type": "Organization"
    },
    {
      "id": "actor:devin",
      "type": "Agent"
    }
  ],
  "claims": [
    {
      "falsification_condition": "The pinned Parquet or decisions do not reproduce this count.",
      "id": "claim:plw-usertalk-target-retention",
      "statement": "The proposed DynaWord slice contains 380527 records.",
      "supported_by": [
        "evidence:plw-usertalk-target-stats:905b95a96a242d4c4c292493cf80c4ff1cf67881548759ebe840dc1993f2a9dc"
      ]
    },
    {
      "falsification_condition": "Target-wide text deduplication and controlled ablations establish those properties.",
      "id": "claim:plw-talk-training-value-untested",
      "statement": "Net text novelty and training benefit remain untested hypotheses; quoted-fragment overlap vs wikipedia is untested.",
      "supported_by": [
        "evidence:plw-usertalk-target-overlap:07646d3e103fb1d39f119448102893683112e9cb83c4d638694b51e64fe1d0b4"
      ]
    }
  ],
  "evidence": [
    {
      "artifact": "data/plwiki_user_talk/plwiki_user_talk.stats.json",
      "content_address": "905b95a96a242d4c4c292493cf80c4ff1cf67881548759ebe840dc1993f2a9dc",
      "id": "evidence:plw-usertalk-target-stats:905b95a96a242d4c4c292493cf80c4ff1cf67881548759ebe840dc1993f2a9dc",
      "observation_type": "target_slice_counts",
      "produced_by": "run:plwiki-usertalk-dynaword-integration:905b95a96a242d4c4c292493cf80c4ff1cf67881548759ebe840dc1993f2a9dc"
    },
    {
      "artifact": "data/plwiki_user_talk/plwiki_user_talk.overlap_audit.json",
      "content_address": "07646d3e103fb1d39f119448102893683112e9cb83c4d638694b51e64fe1d0b4",
      "id": "evidence:plw-usertalk-target-overlap:07646d3e103fb1d39f119448102893683112e9cb83c4d638694b51e64fe1d0b4",
      "observation_type": "namespace_overlap_audit",
      "produced_by": "run:plwiki-usertalk-dynaword-integration:905b95a96a242d4c4c292493cf80c4ff1cf67881548759ebe840dc1993f2a9dc"
    }
  ],
  "objects": [
    {
      "id": "object:dataset:plwiki-user-talk",
      "type": "Dataset"
    },
    {
      "id": "object:dataset:plwiki-usertalk-dynaword-slice",
      "type": "Dataset"
    }
  ],
  "pending": [
    "quoted-fragment dedup vs wikipedia shard",
    "cross-source text deduplication",
    "benchmark contamination check",
    "abuse/vandalism screening",
    "controlled training ablation"
  ],
  "protocols": [
    {
      "id": "protocol:plwiki-usertalk-dynaword-integration-v1",
      "procedure": "carry over the source slice verbatim; namespace disjointness already audited vs wikipedia shard"
    }
  ],
  "relations": [
    {
      "predicate": "DERIVED_FROM",
      "source": "version:dataset:plwiki-usertalk-dynaword:88a7d272937660976f5e8f6f86f833d6298432d77f4941248eb873bc7e305628",
      "target": "hf:dataset:PiotrSty/plwiki-user-talk-pages@8d12dbc8134dcfe777937e75e562e1b58033f20a"
    },
    {
      "predicate": "GENERATED_BY",
      "source": "version:dataset:plwiki-usertalk-dynaword:88a7d272937660976f5e8f6f86f833d6298432d77f4941248eb873bc7e305628",
      "target": "run:plwiki-usertalk-dynaword-integration:905b95a96a242d4c4c292493cf80c4ff1cf67881548759ebe840dc1993f2a9dc"
    },
    {
      "predicate": "VALIDATED_AGAINST",
      "source": "version:dataset:plwiki-usertalk-dynaword:88a7d272937660976f5e8f6f86f833d6298432d77f4941248eb873bc7e305628",
      "target": "hf:dataset:SlayerLab/polish-dynaword@1564cb054434ba049cbd0d355a9bfaf044b6a852"
    }
  ],
  "runs": [
    {
      "actor": "actor:devin",
      "finished_at": "2026-09-28T06:30:03.288867+00:00",
      "id": "run:plwiki-usertalk-dynaword-integration:905b95a96a242d4c4c292493cf80c4ff1cf67881548759ebe840dc1993f2a9dc",
      "protocol": "protocol:plwiki-usertalk-dynaword-integration-v1",
      "started_at": "2026-09-28T06:30:03.288867+00:00",
      "stats": {
        "added": "2026-09-11",
        "boilerplate_lines_removed": 83,
        "characters": 1020728459,
        "dump_date": "20260901",
        "kept": 380527,
        "license_counts": {
          "CC-BY-SA-4.0": 380527
        },
        "sample_count": 12,
        "source_slice_kept": 380527,
        "talk_pages": 450867,
        "target_revision": "1564cb054434ba049cbd0d355a9bfaf044b6a852",
        "tokens": 381445111
      },
      "success": true
    }
  ],
  "schema": "slayer-research-ontology-profile-v1",
  "versions": [
    {
      "content_address": "8d12dbc8134dcfe777937e75e562e1b58033f20a",
      "id": "hf:dataset:PiotrSty/plwiki-user-talk-pages@8d12dbc8134dcfe777937e75e562e1b58033f20a",
      "object": "object:dataset:plwiki-user-talk"
    },
    {
      "content_address": "88a7d272937660976f5e8f6f86f833d6298432d77f4941248eb873bc7e305628",
      "id": "version:dataset:plwiki-usertalk-dynaword:88a7d272937660976f5e8f6f86f833d6298432d77f4941248eb873bc7e305628",
      "object": "object:dataset:plwiki-usertalk-dynaword-slice"
    }
  ]
}