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Methods before claimsAn atomic, verifiable statement linked to evidence, a coverage envelope and separate human assessment dimensions. · metadata-onlyA safe boundary showing an owner, URL, version, coverage or status without exposing the content itself.

Dataset cards

Show corpusA research data collection with provenance, time window, rights and exclusion rules. provenance, rights, time window and limits.

syntheticlocal-only

Three reference-investigation fixtures

A synthetic corpus for local, no-network replay of procurement, media+geo+time and public-data diffA deterministic comparison of two versions that shows an observed difference, not its cause..

EvidenceResearch material whose provenance, time, integrity state and link to an exact source version are preserved. / provenance

  • case:synthetic-procurement
  • case:synthetic-media-geo
  • case:synthetic-public-diff

Card limitations

  • Represents no real person, organisation or event
  • It is not a real-world quality metric
metadata-onlymetadata-only

Kazakhstan Source AtlasA research catalog of potential Kazakhstan sources with their coverage, owner, risk and mandatory admission gates. metadata

Thirty discovery-only source cards with owner, coverage, risk and admission gates.

Evidence / provenance

  • reference/kazakhstan/source-atlas.v1.json
  • reference/kazakhstan/source-guides.v1.json

Card limitations

  • Connectors are disabled and collection is not permitted
  • Owner-page review is not a legal admission
syntheticlocal-only

Multilingual search fixtures

A deterministic set for RU/KK/EN queries, negative controls and transliterationA rule for rendering a name in another script; it aids discovery but does not prove identity. boundaries.

Evidence / provenance

  • science/benchmarks/local-search-multilingual-v1.json
  • reference/glossary/osint-glossary.v1.json

Card limitations

  • The fixture does not represent real query distribution
  • The language test does not replace human LQAHuman review of translation meaning, terminology, tone and interface length.

Science route tree

Method pages have separate states and never present draft as publication.

Method cardsDescribe a method's purpose, inputs, version and failure mode.draft BenchmarksSynthetic control sets test the reference implementation only.candidate Dataset cardsShow corpus provenance, rights, time window and limits.metadata-only ReproducibilityHelps repeat a safe scenario with a fixture, digest and versioned result.draft Negative resultsA log of hypotheses that failed and honest abstentions.draft Science governanceShows the owner, review and release gate for methods and data.candidate Science changelogKeeps dated semantic changes to methods and benchmarks.draft