OSINT Hub
Sections

Methods before claimsAn atomic, verifiable statement linked to evidence, a coverage envelope and separate human assessment dimensions.

Science

Versioned methods, limitations and reproducible evidenceResearch material whose provenance, time, integrity state and link to an exact source version are preserved.–not model marketing.

candidate · 1.2.0
30draft source passportsA versioned source record describing ownership, legal basis, coverage, freshness, risk and collection-admission state.
20Kazakhstan top-level regions
3versioned method cards
2synthetic conformance sets

Every Source AtlasA research catalog of potential Kazakhstan sources with their coverage, owner, risk and mandatory admission gates. connector is disabled. Discovery is not legal or security approval to collect.

Science route tree

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

Method cardsShow a method's purpose, inputs, procedure, limitations, version and known errors.candidate BenchmarksSynthetic control sets test the reference implementation only.candidate Dataset cardsShow corpus provenance, licence, time window, fields, freshness and limits.candidate ReproducibilityHelps repeat a safe scenario with a fixture, digest, tool version and receipt.candidate Negative resultsRecords a failed hypothesis, the reason for abstention and the next verification step.candidate Science governanceShows the owner, review and release gate for methods and data.candidate Science changelogKeeps evidenced semantic changes to methods, data and control-set versions.candidate

Science evidence

Reproducible control sets

They test only the local reference implementations and are not a real-world retrieval-quality metric.

12capture-policy controls
9RU/KK/EN search controls
3negative language controls

passed cf2531890e5eb4955d62cebe1081e0bc6f8b20512cc580b8e72e30310b725cf6

Current verification run →

Governance

Complete pre-build decision ledger

All 48 decisions are classified; external gates are not represented as completed local capability.

6decisions verified locally
16decisions implemented locally
26mandatory external gates
draft 1.1.0

No-network capture target preflight

osint-hub-science-method-v1 · method:capture-policy-preflight-v1

Reject unsafe URLs, redirects and DNS states before an isolated runner performs network activity.

Inputs

  • normalized target URL
  • redirect and DNS observations produced by the isolated runner

Limitations

  • The method performs no DNS lookup, connection, redirect or content collection.
  • A DNS observation is not authoritative outside a trusted isolated runner.
  • A successful preflight is not legal or contractual authorization to collect.

Procedure →

draft 1.1.0

Evidence SpineThe connected chain from source to conclusion that preserves versions, exact anchors, limitations, transformations and human decisions. contract validation

osint-hub-science-method-v1 · method:evidence-spine-v1

Verify that a bounded investigation preserves sources, search coverage, evidence anchorsAn exact pointer to a fragment of a document, page, image or media item that supports or refutes a conclusion., separated assessment dimensions, human reviewThe stage where an authorized professional examines evidence, method, limitations and harm risk and records a decision. and an auditable encrypted export.

Inputs

  • synthetic source passport and immutable version
  • bounded synthetic search attemptOne recorded search run with its query, checked sources, time bounds, results, failures and exclusions.
  • synthetic evidence payload and claim

Limitations

  • The fixture represents no real person, organization, procurement or event.
  • Local UTC is not trusted time.
  • The method does not benchmarkA test set with expected answers that measures a reference implementation, not real-world quality. live capture, OCR, retrieval or model quality.
  • Passing this method does not authorize production or private-data processing.

Procedure →

draft 1.1.0

TenantA security boundary isolating one organization's users, cases, keys and policy from every other organization.-local multilingual search baseline

osint-hub-science-method-v1 · method:local-search-baseline-v1

Measure deterministic case-scoped retrieval before selecting a production search owner.

Inputs

  • allow-listed structured case fields
  • synthetic Russian, Kazakh and English queries

Limitations

  • This bounded linear baseline is not a production search engine.
  • There is no morphology, semantic, vector or cross-organization search.
  • The synthetic set does not establish relevance quality on real Kazakhstan data.

Procedure →