Pith Number

pith:73XVJFID

pith:2025:73XVJFIDPLE4YCRTXMX5OJBZ3Y

not attested not anchored not stored refs pending

General Scales Unlock AI Evaluation with Explanatory and Predictive Power

Behzad Mehrbakhsh, David Stillwell, Fernando Mart\'inez-Plumed, Jindong Wang, Jiyun Zu, John Burden, Jonathan E. Prunty, Jos\'e Hern\'andez-Orallo, Katherine M. Collins, Kexin Jiang Chen, Lexin Zhou, Lorenzo Pacchiardi, Lucy Cheke, Luning Sun, Manuel Cebrian, Pablo A. M. Casares, Pablo S\'anchez-Garc\'ia, Patrick C. Kyllonen, Peter Henderson, Qinlin Zhao, Seraphina Zhang, Sherry Tongshuang Wu, Xing Xie, Yael Moros-Daval, Yitian Huang, Zongqian Li

arxiv:2503.06378 v2 · 2025-03-09 · cs.AI · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{73XVJFIDPLE4YCRTXMX5OJBZ3Y}

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

Scalable Stewardship of an LLM-Assisted Clinical Benchmark with Physician Oversight

From Human-Level AI Tales to AI Leveling Human Scales

Receipt and verification

First computed	2026-07-05T10:31:56.243015Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

feef5495037ac9cc0a33bb2fd72439de02db98d5617f48129402aa2ce87e7d48

Aliases

arxiv: 2503.06378 · arxiv_version: 2503.06378v2 · doi: 10.48550/arxiv.2503.06378 · pith_short_12: 73XVJFIDPLE4 · pith_short_16: 73XVJFIDPLE4YCRT · pith_short_8: 73XVJFID

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/73XVJFIDPLE4YCRTXMX5OJBZ3Y \
  | 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: feef5495037ac9cc0a33bb2fd72439de02db98d5617f48129402aa2ce87e7d48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10b86c7e748898bb949194fde48700de87f56553e85d6f0ada7af2ec2df82e41",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-09T01:13:56Z",
    "title_canon_sha256": "78e7f8bc44dd37e6b303c5569cc1e76b709c498f708e4f6b3cb80516079f55d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06378",
    "kind": "arxiv",
    "version": 2
  }
}