Pith Number

pith:QFRIRP7U

pith:2025:QFRIRP7ULWP2SQUIKOCMY2BX4T

not attested not anchored not stored refs pending

FLAME: Financial Large-Language Model Assessment and Metrics Evaluation

Jiayu Guo, Martha Li, Songtao Tan, Yu Guo

arxiv:2501.06211 v1 · 2025-01-03 · cs.CL · cs.AI · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QFRIRP7ULWP2SQUIKOCMY2BX4T}

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.

Cited by

1 paper in Pith

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025)

Receipt and verification

First computed	2026-07-05T09:59:34.718369Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

816288bff45d9fa942885384cc6837e4f64dd624392ae98e5b7a1e1056e26489

Aliases

arxiv: 2501.06211 · arxiv_version: 2501.06211v1 · doi: 10.48550/arxiv.2501.06211 · pith_short_12: QFRIRP7ULWP2 · pith_short_16: QFRIRP7ULWP2SQUI · pith_short_8: QFRIRP7U

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/QFRIRP7ULWP2SQUIKOCMY2BX4T \
  | 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: 816288bff45d9fa942885384cc6837e4f64dd624392ae98e5b7a1e1056e26489

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "471008502fcfd94e2a60f310ef012711dce885358687615a55aab5d5d3220d4c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-03T09:17:23Z",
    "title_canon_sha256": "57078dcae6249c8ba5c91cc871f80dafd18b29e2258d7e76ab2898dcf3eee7f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06211",
    "kind": "arxiv",
    "version": 1
  }
}