Pith Number

pith:VOPSUG2X

pith:2023:VOPSUG2XRQ5IFUIWE4PE7TCAAY

not attested not anchored not stored refs pending

Position: AI Evaluation Should Learn from How We Test Humans

Enhong Chen, Jiyun Zu, Patrick C. Kyllonen, Qi Liu, Shijin Wang, Yan Zhuang, Zachary A. Pardos, Zhenya Huang

arxiv:2306.10512 v4 · 2023-06-18 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VOPSUG2XRQ5IFUIWE4PE7TCAAY}

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

3 papers in Pith

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

Beyond the Mean: Within-Model Reliable Change Detection for LLM Evaluation

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

Receipt and verification

First computed	2026-07-05T10:59:56.227269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab9f2a1b578c3a82d116271e4fcc4006147a0295a26621fec8a3d08efca6f9ee

Aliases

arxiv: 2306.10512 · arxiv_version: 2306.10512v4 · doi: 10.48550/arxiv.2306.10512 · pith_short_12: VOPSUG2XRQ5I · pith_short_16: VOPSUG2XRQ5IFUIW · pith_short_8: VOPSUG2X

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/VOPSUG2XRQ5IFUIWE4PE7TCAAY \
  | 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: ab9f2a1b578c3a82d116271e4fcc4006147a0295a26621fec8a3d08efca6f9ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f23ac50bd3ab5cfb88510e450f7fb05c83a0f45f71ed1e36a3f779bcf3f8e6a6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-18T09:54:33Z",
    "title_canon_sha256": "c4c233eaf3585868bf513f0a84b020b24bcaa1e08ab333aac7e6927104fb783b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.10512",
    "kind": "arxiv",
    "version": 4
  }
}