Pith Number

pith:SCRI4GRI

pith:2025:SCRI4GRIQRSDLXSIC7CPEA65B7

not attested not anchored not stored refs pending

Evaluating Personality Traits in Large Language Models: Insights from Psychological Questionnaires

Amitava Datta, Mehwish Nasim, Nicolas Fay, Pranav Bhandari, Usman Naseem

arxiv:2502.05248 v1 · 2025-02-07 · cs.CL · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SCRI4GRIQRSDLXSIC7CPEA65B7}

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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

1 paper in Pith

An LLM-Native Psychometric Instrument Does Not Predict LLM Behavior: Evidence Across 25 Models

Receipt and verification

First computed	2026-07-05T10:11:34.826858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90a28e1a28846435de4817c4f203dd0fea97de2e6ebc975e630de351d9b79737

Aliases

arxiv: 2502.05248 · arxiv_version: 2502.05248v1 · doi: 10.48550/arxiv.2502.05248 · pith_short_12: SCRI4GRIQRSD · pith_short_16: SCRI4GRIQRSDLXSI · pith_short_8: SCRI4GRI

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/SCRI4GRIQRSDLXSIC7CPEA65B7 \
  | 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: 90a28e1a28846435de4817c4f203dd0fea97de2e6ebc975e630de351d9b79737

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62f4c0c4e12930ab6ce060cb7c04393b334d0828a8265d200a66f0bcaa725d56",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-07T16:12:52Z",
    "title_canon_sha256": "97fc28f191b007189868bbde2ef38ddf92ec1b3b766907fab9bb9a9a678f7a62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05248",
    "kind": "arxiv",
    "version": 1
  }
}