Pith Number

pith:O5YPQWX3

pith:2025:O5YPQWX3CLHP7KI4BQ6DAAHKQA

not attested not anchored not stored refs pending

Investigating Large Language Models in Inferring Personality Traits from User Conversations

Jianfeng Zhu, Karin G. Coifman, Ruoming Jin

arxiv:2501.07532 v1 · 2025-01-13 · 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{O5YPQWX3CLHP7KI4BQ6DAAHKQA}

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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

2 papers in Pith

A Survey of Large Language Models for Perception and Measurement of Human Psychology

From Pre-trained Models to Large Language Models: A Comprehensive Survey of AI-Driven Psychological Computing

Receipt and verification

First computed	2026-07-05T10:00:29.786064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7770f85afb12ceffa91c0c3c3000ea8025b3e35c999e04f4e4ce7ba154ea85e2

Aliases

arxiv: 2501.07532 · arxiv_version: 2501.07532v1 · doi: 10.48550/arxiv.2501.07532 · pith_short_12: O5YPQWX3CLHP · pith_short_16: O5YPQWX3CLHP7KI4 · pith_short_8: O5YPQWX3

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/O5YPQWX3CLHP7KI4BQ6DAAHKQA \
  | 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: 7770f85afb12ceffa91c0c3c3000ea8025b3e35c999e04f4e4ce7ba154ea85e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25f48e179165c9639413ee79adcb2a6b02eb1cbe763c706a55f1887e6ee03022",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-13T18:09:58Z",
    "title_canon_sha256": "655f82ecc5d514c2cf14c61d55e95a75058a58aa14483af9e146b54d30e66313"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.07532",
    "kind": "arxiv",
    "version": 1
  }
}