Pith Number

pith:Q5BTZPWD

pith:2024:Q5BTZPWDQNGJGPX7NZZWK5EXOJ

not attested not anchored not stored refs pending

Energy-based Automated Model Evaluation

Haobo Wang, Heming Zou, Junbo Zhao, Ru Peng, Yawen Zeng, Zenan Huang

arxiv:2401.12689 v3 · 2024-01-23 · cs.LG · cs.AI · cs.CL · 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{Q5BTZPWDQNGJGPX7NZZWK5EXOJ}

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

2 papers in Pith

Online Data Selection Is Implicit Alignment

Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings

Receipt and verification

First computed	2026-07-05T07:56:20.555360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87433cbec3834c933eff6e73657497724ebaef3d3f18a604846bdfb61a93ca73

Aliases

arxiv: 2401.12689 · arxiv_version: 2401.12689v3 · doi: 10.48550/arxiv.2401.12689 · pith_short_12: Q5BTZPWDQNGJ · pith_short_16: Q5BTZPWDQNGJGPX7 · pith_short_8: Q5BTZPWD

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/Q5BTZPWDQNGJGPX7NZZWK5EXOJ \
  | 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: 87433cbec3834c933eff6e73657497724ebaef3d3f18a604846bdfb61a93ca73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7ddcbf1d5febd1b4d868122820ab6e7f6da7d495a07f8a3dd8f1f5337d835a8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-23T11:54:09Z",
    "title_canon_sha256": "6f604c437e7dd292ccb0b8f304979d272814250b6d220c59885f0f237847f431"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12689",
    "kind": "arxiv",
    "version": 3
  }
}