Pith Number

pith:XFZ4G32L

pith:2023:XFZ4G32LLFGZANO2DCZDCJWQ34

not attested not anchored not stored refs pending

Is ChatGPT a Financial Expert? Evaluating Language Models on Financial Natural Language Processing

Yi Yang, Yue Guo, Zian Xu

arxiv:2310.12664 v1 · 2023-10-19 · 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{XFZ4G32LLFGZANO2DCZDCJWQ34}

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

FinRED: An Expert-Guided Benchmark Generation and Evaluation Framework for Financial LLM Red-Teaming

Receipt and verification

First computed	2026-07-05T07:02:41.244012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b973c36f4b594d9035da18b23126d0df2ca04695f3ec7f8958c89b2c05a1f5c9

Aliases

arxiv: 2310.12664 · arxiv_version: 2310.12664v1 · doi: 10.48550/arxiv.2310.12664 · pith_short_12: XFZ4G32LLFGZ · pith_short_16: XFZ4G32LLFGZANO2 · pith_short_8: XFZ4G32L

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/XFZ4G32LLFGZANO2DCZDCJWQ34 \
  | 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: b973c36f4b594d9035da18b23126d0df2ca04695f3ec7f8958c89b2c05a1f5c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8df1e619de3a41cab1f3808d2751a1443997009b4fd91ee149932731c549bd9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-19T11:43:15Z",
    "title_canon_sha256": "1119a805ff7741b1bdf9d6b3b1a053280c0a050a8670217f0bc28de0db70bd1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12664",
    "kind": "arxiv",
    "version": 1
  }
}