Pith Number

pith:WTOFGQI6

pith:2025:WTOFGQI62VKTTDAZMUHCOFLNCY

not attested not anchored not stored refs pending

Automated scoring of the Ambiguous Intentions Hostility Questionnaire using fine-tuned large language models

D. Combs, D. Neumann, Y. C. Leong, Y. Lyu

arxiv:2508.10007 v1 · 2025-08-05 · cs.CL · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WTOFGQI62VKTTDAZMUHCOFLNCY}

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.

Receipt and verification

First computed	2026-07-05T11:53:29.024552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4dc53411ed555398c19650e27156d1607a1618e716168560087444981b32858

Aliases

arxiv: 2508.10007 · arxiv_version: 2508.10007v1 · doi: 10.48550/arxiv.2508.10007 · pith_short_12: WTOFGQI62VKT · pith_short_16: WTOFGQI62VKTTDAZ · pith_short_8: WTOFGQI6

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/WTOFGQI62VKTTDAZMUHCOFLNCY \
  | 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: b4dc53411ed555398c19650e27156d1607a1618e716168560087444981b32858

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a8ae08c8f3582076d23916c34d76e4ad796027b5a4064670b6fd4b6087f6d02",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-05T21:58:11Z",
    "title_canon_sha256": "6501d870ed375e0b7a4be8923294e74338f45cfdecd7d18e421df75e915b73be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10007",
    "kind": "arxiv",
    "version": 1
  }
}