Pith Number

pith:UBXWVF7S

pith:2025:UBXWVF7SA55P5NS5YUDIS2LOWW

not attested not anchored not stored refs pending

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors

Jiacheng Xu, Jia Li, Meng Wang, Richang Hong, Tianhao Luo, Yichao He, Zhenzhen Hu

arxiv:2507.22367 v1 · 2025-07-30 · cs.CL · cs.MM

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UBXWVF7SA55P5NS5YUDIS2LOWW}

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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

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

Receipt and verification

First computed	2026-07-05T11:45:40.310359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a06f6a97f2077afeb65dc50689696eb58fe06d85f2d3069fd5aa99c983b37a18

Aliases

arxiv: 2507.22367 · arxiv_version: 2507.22367v1 · doi: 10.48550/arxiv.2507.22367 · pith_short_12: UBXWVF7SA55P · pith_short_16: UBXWVF7SA55P5NS5 · pith_short_8: UBXWVF7S

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/UBXWVF7SA55P5NS5YUDIS2LOWW \
  | 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: a06f6a97f2077afeb65dc50689696eb58fe06d85f2d3069fd5aa99c983b37a18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb3513d0fe695de3ea74a374465755e3e356be9c4d0ee715d7ad4de3f90a88f7",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-30T04:12:14Z",
    "title_canon_sha256": "4ce2cb614dfefe1554d3f5343758bf31dde25f3a68624b1bccf0591a9cf891c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22367",
    "kind": "arxiv",
    "version": 1
  }
}