SZLHOLDINGS/killinchu-osint-corpus

◇ This corpus powers a live demo

killinchu — counter-UAS & maritime command, fusing these exact ADS-B + AIS streams into a signed, Λ-gated picture (effector link is a labeled simulation).

▶ Open the live killinchu demo → · Explore the full estate → a-11-oy.com · ◇ Holographic Estate (3D) → · ⚙ llm-router → · ✅ receipt verifier →

_{SZL Holdings · governed AI you can prove · 8 formulas locked-proven · Λ = Conjecture 1, never green · honest by design.}

killinchu — live intel archive

Append-only, content-addressed archive of the live intelligence streams the killinchu demo ingests, published by SZL Holdings. Written by the shared szl_hf_bucket client: one NDJSON shard per UTC day under intel/.

Each row is {schema, id, ts, source, kind, payload}.

Load it

from datasets import load_dataset

ds = load_dataset("SZLHOLDINGS/killinchu-osint-corpus", "intel", split="train")
print(ds[0])   # {schema, id, ts, source, kind, payload}

Refresh cadence: the ingest client writes one NDJSON shard per UTC day under intel/ when the collector runs — daily is the intended cadence, not a guaranteed SLA. Known shard gap: no shards exist for 2026-06-25 → 2026-06-29 (the archive jumps from 2026-06-24.ndjson to 2026-06-30.ndjson); this is a collection outage, disclosed here rather than papered over.

Streams

• kind: adsb-aircraft (source: adsb) — live military ADS-B aircraft from the adsb.lol / adsb.fi community network. Data: adsb.lol / adsb.fi community ADS-B (ODbL).
• kind: ais-vessel (source: ais) — live AIS vessel positions from Fintraffic / Digitraffic. Data: Fintraffic / Digitraffic (CC BY 4.0).
• kind: osint-item (source: <vertical>) — normalized open-web OSINT items (active only when a search key is configured).

Honesty (Doctrine v11)

• Every record is a third-party CLAIM / self-report, not attested truth. Broadcast positions and open-web reports can be spoofed, delayed, or wrong.
• The record id is a sha256 content-address used for dedup / integrity — it is NOT a DSSE / Ed25519 signature and asserts nothing about correctness.
• Records are append-only and bounded: deduped per identity per UTC hour per ~0.10° cell, so the archive grows steadily without flooding.
• No "proven" or "verified" claim is made about any item.

---

Citation

Cite this. Part of the SZL Holdings Ouroboros Thesis (Governed Post-Determinism).
Concept DOI (always-latest): 10.5281/zenodo.19944926.
Author: Stephen P. Lutar Jr. · ORCID 0009-0001-0110-4173 · License CC-BY-4.0.
Full DOI-pinned lineage (v1→v26) + the 8 papers: szl-papers PAPERS_INDEX.
No artifact-specific DOI is minted for this dataset; the concept DOI above covers the program.

Honesty (Doctrine v11): Λ unconditional uniqueness is Conjecture 1 (machine-checked FALSE as stated) — never a theorem; conditional uniqueness is Theorem U (axiom-free). Locked-proven formulas = exactly 8 {F1,F4,F7,F11,F12,F18,F19,F22}; ~185 experimental theorems are a separate CI-green tier; Khipu BFT safety = Conjecture 2. Trust never 100%.

@misc{lutar_szl_ouroboros,
  author    = {Lutar, Stephen P., Jr.},
  title     = {SZL Holdings --- The Ouroboros Thesis (Governed Post-Determinism)},
  year      = {2026},
  publisher = {Zenodo},
  doi       = {10.5281/zenodo.19944926},
  url       = {https://doi.org/10.5281/zenodo.19944926},
  note      = {Concept DOI --- always resolves to the latest version. ORCID 0009-0001-0110-4173. CC-BY-4.0.}
}

Signed-off-by: Stephen Lutar stephenlutar2@gmail.com