{
  "benchmark_overlap": "pending",
  "cross_source_text_dedup": "pending target integration",
  "id_collisions_vs_wikipedia_shard": 0,
  "license_terms_url": "https://foundation.wikimedia.org/w/index.php?title=Policy:Terms_of_Use/pl&oldid=584706",
  "limitations": [
    "talk pages contain informal text with typos, edit disputes and occasional abuse/vandalism",
    "user-talk namespace (ns=3) excluded by scope decision; its quality was not measured",
    "comments may quote article text; quoted passages are not disjoint from the wikipedia shard",
    "record model is a whole talk page; individual comments are not split",
    "pattern checks are not comprehensive de-identification"
  ],
  "overlap_method": "Literal dataset-record ID comparison only. Source-specific ID prefixes make zero collisions uninformative about page identity or text overlap. No target namespace or text audit was performed.",
  "pii_policy": "IPv6 parsed including compressed notation; labelled PESEL/NIP/REGON and 26-digit account candidates masked conservatively without checksum validation; not complete anonymization",
  "scope": "DynaWord proposal: Polish Wikipedia talk pages (ns 1+5); namespace complement to the wikipedia shard (ns=0)",
  "source_text_qa_rejected": 501537,
  "within_source_exact_and_near_dedup": true
}