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killinchu — live intel archive
Append-only, content-addressed archive of the live intelligence streams the
killinchu demo ingests, published by SZL Holdings. The shared
szl_hf_bucket client writes one NDJSON shard per UTC day under
intel/.
Each row is {schema, id, ts, source, kind, payload}.
Viewer-safe contract
The default Dataset Viewer configuration is the homogeneous
archive_manifest, one row per immutable raw shard. It exposes path, byte
count, Git blob hash, rights state, and training eligibility. The mixed raw
NDJSON remains available under intel/*.ndjson but is deliberately not
coerced into one table: historical shards contain schema drift, and mixing
numbers and strings in fields such as alt_baro breaks strict dataset loaders.
This is a usability repair, not a rewrite of append-only history. Every raw
manifest row is training_eligible: false until row-level rights and privacy
admission are established.
License and attribution
This dataset is intentionally declared license: other because its records come
from independent upstream sources under different terms. The complete,
source-specific contract is in LICENSE.md.
kind: adsb-aircraft(source: adsb) — public aircraft data from adsb.lol, distributed by adsb.lol under the Open Data Commons Open Database License 1.0.kind: ais-vessel(source: ais) — vessel-position data from Fintraffic Digitraffic, licensed under Creative Commons Attribution 4.0. Attribution: Fintraffic / digitraffic.fi. The archive is a transformed, coarsened projection; changes are identified below.kind: osint-item(source: <vertical>) — normalized open-web reports. Each record preserves its source URL and host. Rights remain with the original publisher; inclusion here does not grant additional reuse rights.
The Apache-2.0 license for Killinchu's software and projection code does not relicense the third-party records in this dataset.
Streams
adsb-aircraft— rotating-pseudonym, coarsened aircraft observations.ais-vessel— rotating-pseudonym, coarsened vessel observations.osint-item— normalized public-web claims, active only when a search key is configured.
Transformation notice
For new platform rows, Killinchu:
- replaces raw aircraft/vessel identifiers with rotating, secret-keyed HMAC pseudonyms;
- rounds positions to approximately
1.00°cells; - normalizes selected kinematic fields;
- adds source, observation-window, and honesty metadata;
- deduplicates by pseudonym, UTC hour, and cell.
New platform rows declare projection schema killinchu.platform-projection/v2. Historical
pre-v2 rows may remain in append-only shards and may contain raw platform
identifiers. The public /osint/archive/recent API withholds those legacy rows;
this card does not claim that historical backing shards were rewritten.
Honesty boundary
- No "proven" or "verified" claim is made about the truth of any item.
- Every record is a third-party CLAIM or broadcast self-report, not attested truth. Positions and reports can be spoofed, delayed, incomplete, or wrong.
track_idis a rotating HMAC pseudonym. The recordidandprov_hashvalues are SHA-256 content addresses for deduplication and integrity, not a DSSE / Ed25519 signature.- The archive is append-only and bounded; re-observation does not imply independent corroboration.
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