Pith Number

pith:CGON4SIZ

pith:2025:CGON4SIZR7TFLZN5QSZ6K6JEXH

not attested not anchored not stored refs pending

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios

Watson Wei Khong Chua, Zhuang Qiang Bok

arxiv:2507.18368 v1 · 2025-07-24 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CGON4SIZR7TFLZN5QSZ6K6JEXH}

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	2026-07-05T11:42:46.855341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

119cde49198fe655e5bd84b3e57924b9f155503b74c51dad986a298cc0e0171c

Aliases

arxiv: 2507.18368 · arxiv_version: 2507.18368v1 · doi: 10.48550/arxiv.2507.18368 · pith_short_12: CGON4SIZR7TF · pith_short_16: CGON4SIZR7TFLZN5 · pith_short_8: CGON4SIZ

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/CGON4SIZR7TFLZN5QSZ6K6JEXH \
  | 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: 119cde49198fe655e5bd84b3e57924b9f155503b74c51dad986a298cc0e0171c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "987d8413a07cb2c7025c2bbd9119f68255bc7be2c40e4fa91cf254fee371dc18",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-24T12:47:29Z",
    "title_canon_sha256": "00dfc32a53589282d3f8e093b14320d8a1207d24c681a09c85f705fe527fc76f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.18368",
    "kind": "arxiv",
    "version": 1
  }
}