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README.md
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---
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license: cc-by-4.0
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pretty_name: "ProofAML Sanctions & PEP Watchlist Snapshot"
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tags:
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- sanctions
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- pep
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- politically-exposed-persons
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- watchlist
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- aml
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- anti-money-laundering
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- kyc
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- compliance
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- ofac
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- osint
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- sanctions-screening
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- entity-resolution
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task_categories:
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- text-retrieval
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- other
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size_categories:
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- 100K<n<1M
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---
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# ProofAML Sanctions & PEP Watchlist Snapshot
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**Research snapshot — not current data; production sanctions screening requires a live, monitored feed.**
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A resolved, deduplicated snapshot of global sanctions, PEP (politically exposed
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persons), and watchlist entities, compiled by [ProofAML](https://proofaml.com)
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from government and intergovernmental publishers — OFAC, UN, EU, UK OFSI,
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national parliaments, company registries, and more.
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- **69 datasets, 120,886 entity records** (version `2026-08-24`)
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- Cross-source entity resolution and deduplication applied by ProofAML
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- One gzipped JSONL file per source dataset, plus a `manifest.json` listing
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every included dataset's authority, source URL, license, entity count, and
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checksum
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## Scope and what's excluded
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This snapshot only includes sources whose license was confirmed, at build
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time, to permit public redistribution. Sources that couldn't clear that bar
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are deliberately left out and listed transparently in `manifest.json`'s
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`excluded` array — for example a share-alike-licensed source (ODbL/CC BY-SA)
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and a source with no confirmed redistributable snapshot artifact yet. This is
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a licensing safeguard, not an oversight: the compilation is fail-closed by
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design.
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## License
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This dataset's license is **layered** — read both parts before redistributing
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anything:
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1. **The compilation/resolution layer** (selection, arrangement,
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cross-source entity matching, and deduplication) is licensed by ProofAML
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under **CC BY 4.0**:
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<https://creativecommons.org/licenses/by/4.0/legalcode>
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2. **Every individual record** remains governed by its **own originating
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publisher's license** — this is *not* relicensed by ProofAML. The mix
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includes US public domain (17 U.S.C. §105), UK Open Government Licence
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v3.0, EU Commission Decision 2011/833/EU, UN CC BY 3.0 IGO, France
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Licence Ouverte / Etalab, CC0, Nordic NLOD, and others, varying by
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source. See the `NOTICE` file included in this repo for the full
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per-source breakdown and required attributions before redistributing any
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individual record in isolation.
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## Disclaimer
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> Research snapshot — not current data; production sanctions screening
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> requires a live, monitored feed.
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This snapshot is a point-in-time export. It is **not** suitable as the sole
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basis for a production AML/KYC sanctions-screening control — use it for
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research, prototyping, and evaluation only.
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## Citation
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```
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ProofAML — https://proofaml.com — "ProofAML Sanctions Snapshot 2026-08-24"
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```
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## Files
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- `data/<id>.snapshot.jsonl.gz` — one gzipped JSONL file per included
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dataset, one resolved entity record per line.
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- `manifest.json` — dataset list with entity counts, checksums, and the
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license/authority/source-url for every included dataset, plus the
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`excluded` list (with reasons).
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- `LICENSE` — CC BY 4.0, scoped to the compilation/resolution layer.
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- `NOTICE` — per-upstream license and attribution requirements. Read this
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before redistributing any individual record.
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## More information
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Full per-source license map and the live (continuously updated) corpus:
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<https://proofaml.com/sources/>
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