Pith Number

pith:XOIXYTDY

pith:2024:XOIXYTDYEF62S3A7OM5TP5JL6J

not attested not anchored not stored refs pending

A Unifying Information-theoretic Perspective on Evaluating Generative Models

Abhijin Adiga, Alexis Fox, Samarth Swarup

arxiv:2412.14340 v3 · 2024-12-18 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XOIXYTDYEF62S3A7OM5TP5JL6J}

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	2026-07-05T10:21:06.129287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb917c4c78217da96c1f733b37f52bf278fc7f4ffb9fc90d3d56559f265aa15d

Aliases

arxiv: 2412.14340 · arxiv_version: 2412.14340v3 · doi: 10.48550/arxiv.2412.14340 · pith_short_12: XOIXYTDYEF62 · pith_short_16: XOIXYTDYEF62S3A7 · pith_short_8: XOIXYTDY

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/XOIXYTDYEF62S3A7OM5TP5JL6J \
  | 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: bb917c4c78217da96c1f733b37f52bf278fc7f4ffb9fc90d3d56559f265aa15d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "055db01e783cfb2de2db35bf63d7cf44951784f52df1ab30ae0c420ee13b3e29",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-18T21:17:02Z",
    "title_canon_sha256": "408d8a12e19a0836b5dcc8402913d0de2aa24ba286f5d973a611e773ff3c998e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14340",
    "kind": "arxiv",
    "version": 3
  }
}