Pith Number

pith:5YJMSOLN

pith:2022:5YJMSOLNYWLYLBAGTNTNWFDZLW

not attested not anchored not stored refs pending

Datamodels: Predicting Predictions from Training Data

Aleksander Madry, Andrew Ilyas, Guillaume Leclerc, Logan Engstrom, Sung Min Park

arxiv:2202.00622 v1 · 2022-02-01 · stat.ML · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5YJMSOLNYWLYLBAGTNTNWFDZLW}

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.

Cited by

5 papers in Pith

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Small edits, large models: How Wikipedia advocacy shapes LLM values

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Quantifying the Agreement Between Data-Influence and Data-Similarity to Understand LLM Behavior

SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation

Receipt and verification

First computed	2026-07-05T03:53:23.831438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee12c9396dc5978584069b66db14795db164c5040e8b67140955ed1a904af7f8

Aliases

arxiv: 2202.00622 · arxiv_version: 2202.00622v1 · doi: 10.48550/arxiv.2202.00622 · pith_short_12: 5YJMSOLNYWLY · pith_short_16: 5YJMSOLNYWLYLBAG · pith_short_8: 5YJMSOLN

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/5YJMSOLNYWLYLBAGTNTNWFDZLW \
  | 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: ee12c9396dc5978584069b66db14795db164c5040e8b67140955ed1a904af7f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ac00fb91b1664c6ef4ea9dd3adbfd241a7c6f9c916cea7961f11529fa7488b3",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-02-01T18:15:24Z",
    "title_canon_sha256": "c0014774ee99d4f026429145bf3591b0688656305c74252b3765a22cfbb25cfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.00622",
    "kind": "arxiv",
    "version": 1
  }
}