Pith Number

pith:6A5KJWHT

pith:2025:6A5KJWHT3T6UVRS5EWXDL3OYWU

not attested not anchored not stored refs pending

How Many Human Survey Respondents is a Large Language Model Worth? An Uncertainty Quantification Perspective

Chengpiao Huang, Kaizheng Wang, Yuhang Wu

arxiv:2502.17773 v5 · 2025-02-25 · stat.ME · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6A5KJWHT3T6UVRS5EWXDL3OYWU}

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

Evaluating Reliability Gaps in Large Language Model Safety via Repeated Prompt Sampling

Adaptive Querying with AI Persona Priors

Rectification Difficulty and Optimal Sample Allocation in LLM-Augmented Surveys

Receipt and verification

First computed	2026-05-21T02:04:47.806469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f03aa4d8f3dcfd4ac65d25ae35edd8b53d7c0f5603fd34bd06d9c93c68ba4740

Aliases

arxiv: 2502.17773 · arxiv_version: 2502.17773v5 · doi: 10.48550/arxiv.2502.17773 · pith_short_12: 6A5KJWHT3T6U · pith_short_16: 6A5KJWHT3T6UVRS5 · pith_short_8: 6A5KJWHT

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/6A5KJWHT3T6UVRS5EWXDL3OYWU \
  | 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: f03aa4d8f3dcfd4ac65d25ae35edd8b53d7c0f5603fd34bd06d9c93c68ba4740

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a91af79341673920f1918f0bffce53fd87b99e99043d6b75e39640c9db62337e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-02-25T02:07:29Z",
    "title_canon_sha256": "1b04278b8b6298df7959af833a1b89e87d06af99e4a9474afd07e070cdd237b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.17773",
    "kind": "arxiv",
    "version": 5
  }
}