Pith Number

pith:ENSINSLS

pith:2023:ENSINSLS37WDA4KENR64I4JX3O

not attested not anchored not stored refs pending

Questioning the Survey Responses of Large Language Models

Celestine Mendler-D\"unner, Moritz Hardt, Ricardo Dominguez-Olmedo

arxiv:2306.07951 v4 · 2023-06-13 · cs.CL

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\usepackage{pith}
\pithnumber{ENSINSLS37WDA4KENR64I4JX3O}

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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

6 papers in Pith

Marginal Alignment Does Not Guarantee Joint-Distribution Fidelity: An Official-Reference Audit of Nemotron-Personas-Korea with Cross-Locale Replication

Not-quite-human tastes: the stylized omnivorousness of LLM survey surrogates

AI-Augmented Surveys: Leveraging Large Language Models and Surveys for Opinion Prediction

Position: Stop Evaluating AI with Human Tests, Develop Principled, AI-specific Tests instead

Graph-Based Alternatives to LLMs for Human Simulation

Receipt and verification

First computed	2026-07-05T09:45:40.331926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

236486c972dfec3071446c7dc47137dbbf26987a254ba5c80aaeaca853c59851

Aliases

arxiv: 2306.07951 · arxiv_version: 2306.07951v4 · doi: 10.48550/arxiv.2306.07951 · pith_short_12: ENSINSLS37WD · pith_short_16: ENSINSLS37WDA4KE · pith_short_8: ENSINSLS

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/ENSINSLS37WDA4KENR64I4JX3O \
  | 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: 236486c972dfec3071446c7dc47137dbbf26987a254ba5c80aaeaca853c59851

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d399589be8b53c129285dce6b2fcca6ef180d793bfc2b476998b64ba4a8c9eb2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-13T17:48:27Z",
    "title_canon_sha256": "7a86b194c7df74acb350e2769ee0ef61c09ae54ebdcd9f844576fd064e1d07df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.07951",
    "kind": "arxiv",
    "version": 4
  }
}