Pith. sign in
Pith Number

pith:FFEFQMAT

pith:2025:FFEFQMATO74ZDPEI6UTEB3SLTC
not attested not anchored not stored refs pending

Ask before you Build: Rethinking AI-for-Good in Human Trafficking Interventions

Gabriel Lefebvre, Maryam Molamohammadi, Pratheeksha Nair, Reihaneh Rabbany, Sophia Garrel

arxiv:2506.22512 v1 · 2025-06-26 · cs.CY · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FFEFQMATO74ZDPEI6UTEB3SLTC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T11:28:39.812808Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

294858301377f991bc88f52640ee4b9885ede135993c0579c78cb76cfd754cbb

Aliases

arxiv: 2506.22512 · arxiv_version: 2506.22512v1 · doi: 10.48550/arxiv.2506.22512 · pith_short_12: FFEFQMATO74Z · pith_short_16: FFEFQMATO74ZDPEI · pith_short_8: FFEFQMAT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FFEFQMATO74ZDPEI6UTEB3SLTC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 294858301377f991bc88f52640ee4b9885ede135993c0579c78cb76cfd754cbb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "78b22339ccc884ec60d754bc0f4b7aa78caa7b14c95d2d202a09588b9a7b26bf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-06-26T04:05:15Z",
    "title_canon_sha256": "788aecfa6d8a8050fa201c73e7f8f74f2aadf4b85e071939a053feb181550ab4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.22512",
    "kind": "arxiv",
    "version": 1
  }
}