Pith Number

pith:X5AAW5UG

pith:2023:X5AAW5UGLZ4SNADHDMZ3FJ2GUG

not attested not anchored not stored refs pending

Evaluating General-Purpose AI with Psychometrics

David Stillwell, Fang Luo, Jose Hernandez-Orallo, Liming Jiang, Luning Sun, Xing Xie, Xiting Wang

arxiv:2310.16379 v2 · 2023-10-25 · cs.AI · 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{X5AAW5UGLZ4SNADHDMZ3FJ2GUG}

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

Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts

Position: AI Evaluations Should be Grounded on a Theory of Capability

Designing Psychometric Bias Measures for ChatBots: An Application to Racial Bias Measurement

FairTree: Subgroup Fairness Auditing of Machine Learning Models with Bias-Variance Decomposition

An Interpretable and Scalable Framework for Evaluating Large Language Models

Receipt and verification

First computed	2026-07-05T07:28:46.359171Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf400b76865e792680671b33b2a746a19494f3310d921b03d539d4595477250f

Aliases

arxiv: 2310.16379 · arxiv_version: 2310.16379v2 · doi: 10.48550/arxiv.2310.16379 · pith_short_12: X5AAW5UGLZ4S · pith_short_16: X5AAW5UGLZ4SNADH · pith_short_8: X5AAW5UG

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/X5AAW5UGLZ4SNADHDMZ3FJ2GUG \
  | 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: bf400b76865e792680671b33b2a746a19494f3310d921b03d539d4595477250f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59fdd8afdc4d86e8cc10d2b0eec556b5ad3c6d84f4a9fa5829aa2836d89f59d9",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-25T05:38:38Z",
    "title_canon_sha256": "8f60bbd866564b3a98e688f58ddabc9c854fcb860717ce6ac35ebfbac1bfaa29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.16379",
    "kind": "arxiv",
    "version": 2
  }
}