Pith Number

pith:MX47YVUC

pith:2024:MX47YVUCWQ2UGC3MTR55GX6MPG

not attested not anchored not stored refs pending

Mitigating Downstream Model Risks via Model Provenance

Abdullah Norozi Iranzad, Doina Precup, Jonathan Lebensold, Keyu Wang, Meg Risdal, Scott Schaffter

arxiv:2410.02230 v2 · 2024-10-03 · cs.LG · cs.CR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MX47YVUCWQ2UGC3MTR55GX6MPG}

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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.

Cited by

1 paper in Pith

Diversed Model Discovery via Structured Table Discovery

Receipt and verification

First computed	2026-07-05T09:49:10.921292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65f9fc5682b435430b6c9c7bd35fcc79b534219be15fa2a61b0dedcf44dcd377

Aliases

arxiv: 2410.02230 · arxiv_version: 2410.02230v2 · doi: 10.48550/arxiv.2410.02230 · pith_short_12: MX47YVUCWQ2U · pith_short_16: MX47YVUCWQ2UGC3M · pith_short_8: MX47YVUC

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/MX47YVUCWQ2UGC3MTR55GX6MPG \
  | 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: 65f9fc5682b435430b6c9c7bd35fcc79b534219be15fa2a61b0dedcf44dcd377

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "267c0e214d9ac5df42d5dc7255513244f1245f235b8b8bfccca992fe9a7703f1",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-03T05:52:15Z",
    "title_canon_sha256": "1ee13487d7ac17eb3a6ac3878a9c3a7addb2cc357dc3032ae391f3b45a9d9e44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02230",
    "kind": "arxiv",
    "version": 2
  }
}