Pith Number

pith:BHYAW3OZ

pith:2025:BHYAW3OZMWYWDLIXWYI73YNTJ5

not attested not anchored not stored refs pending

FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design

Changjun Jiang, Dawei Cheng, Guang Chen, Jiangtong Li, Jiayong Zhu, Kai Lan

arxiv:2506.13066 v1 · 2025-06-16 · 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{BHYAW3OZMWYWDLIXWYI73YNTJ5}

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	2026-07-05T11:22:04.597858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09f00b6dd965b161ad17b611fde1b34f51e619d7bc45f36029f692838ff5ed4b

Aliases

arxiv: 2506.13066 · arxiv_version: 2506.13066v1 · doi: 10.48550/arxiv.2506.13066 · pith_short_12: BHYAW3OZMWYW · pith_short_16: BHYAW3OZMWYWDLIX · pith_short_8: BHYAW3OZ

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/BHYAW3OZMWYWDLIXWYI73YNTJ5 \
  | 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: 09f00b6dd965b161ad17b611fde1b34f51e619d7bc45f36029f692838ff5ed4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47c62c3fc346d2ab3b2a86cc589f7081625872fdbfe9ca84068c82753b9b6ac6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-16T03:19:31Z",
    "title_canon_sha256": "f4676562493d2a58808d46640a421feef6e9ccfffc7cd53d541557456726ff09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13066",
    "kind": "arxiv",
    "version": 1
  }
}