Pith Number

pith:AJCSE3NB

pith:2025:AJCSE3NBCHCCQM53BLWM7HPSK6

not attested not anchored not stored refs pending

DianJin-R1: Evaluating and Enhancing Financial Reasoning in Large Language Models

Chi Zhang, Feng Chen, Huaixia Dou, Jie Zhu, Junhui Li, Lifan Guo, Qian Chen

arxiv:2504.15716 v1 · 2025-04-22 · cs.AI

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\usepackage{pith}
\pithnumber{AJCSE3NBCHCCQM53BLWM7HPSK6}

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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

8 papers in Pith

LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning

YouZhi: Towards High-Concurrency Financial LLMs via Adaptive GQA-to-MLA Transition

CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning

Reasoning through Verifiable Forecast Actions: Consistency-Grounded RL for Financial LLMs

Fin-PRM: A Domain-Specialized Process Reward Model for Financial Reasoning in Large Language Models

Receipt and verification

First computed	2026-07-05T10:52:28.735015Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0245226da111c42833bb0aeccf9df257bf52816ca5c8e0ffd5e4679600a3a278

Aliases

arxiv: 2504.15716 · arxiv_version: 2504.15716v1 · doi: 10.48550/arxiv.2504.15716 · pith_short_12: AJCSE3NBCHCC · pith_short_16: AJCSE3NBCHCCQM53 · pith_short_8: AJCSE3NB

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/AJCSE3NBCHCCQM53BLWM7HPSK6 \
  | 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: 0245226da111c42833bb0aeccf9df257bf52816ca5c8e0ffd5e4679600a3a278

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6688cbdcff817eb448304756dd2b491b1984133e7f1edee24fc9d81b50d71e4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-22T09:01:04Z",
    "title_canon_sha256": "5c0dc294502cf4bd774dd368ef1933afb7ce438124f010d47cc7305c571ecdc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.15716",
    "kind": "arxiv",
    "version": 1
  }
}