Pith Number

pith:VV5TQXKP

pith:2024:VV5TQXKPYSM55GK7SYDXVVBVFW

not attested not anchored not stored refs pending

Capturing the Temporal Dependence of Training Data Influence

Dawn Song, James Zou, Jiachen T. Wang, Prateek Mittal, Ruoxi Jia

arxiv:2412.09538 v1 · 2024-12-12 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VV5TQXKPYSM55GK7SYDXVVBVFW}

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	2026-07-05T09:48:25.921938Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad7b385d4fc499de995f96077ad4352da8602a7c4e3725977b861479b4333438

Aliases

arxiv: 2412.09538 · arxiv_version: 2412.09538v1 · doi: 10.48550/arxiv.2412.09538 · pith_short_12: VV5TQXKPYSM5 · pith_short_16: VV5TQXKPYSM55GK7 · pith_short_8: VV5TQXKP

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/VV5TQXKPYSM55GK7SYDXVVBVFW \
  | 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: ad7b385d4fc499de995f96077ad4352da8602a7c4e3725977b861479b4333438

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d306ddc999dc6593443951745f70b2c249f9e6f5f12fd2b581ccbf388a11964",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-12T18:28:55Z",
    "title_canon_sha256": "2d69eb95b48d321fedd76f96c3e015c6e53b8a4eb5723af69f092c1769c2dde1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09538",
    "kind": "arxiv",
    "version": 1
  }
}