Pith Number

pith:MSPJJ3K2

pith:2023:MSPJJ3K2CS7P55VXZ6UJGQFIVH

not attested not anchored not stored refs pending

FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Christina Dan Wang, Hongyang Yang, Neng Wang

arxiv:2310.04793 v2 · 2023-10-07 · cs.CL · q-fin.TR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MSPJJ3K2CS7P55VXZ6UJGQFIVH}

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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

2 papers in Pith

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

TRUST: A Framework for Decentralized AI Service v.0.1

Receipt and verification

First computed	2026-07-05T07:11:36.743257Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

649e94ed5a14befef6b7cfa89340a8a9ed76bc9270b38efb698c440f657aabee

Aliases

arxiv: 2310.04793 · arxiv_version: 2310.04793v2 · doi: 10.48550/arxiv.2310.04793 · pith_short_12: MSPJJ3K2CS7P · pith_short_16: MSPJJ3K2CS7P55VX · pith_short_8: MSPJJ3K2

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/MSPJJ3K2CS7P55VXZ6UJGQFIVH \
  | 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: 649e94ed5a14befef6b7cfa89340a8a9ed76bc9270b38efb698c440f657aabee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a21b677ff3754a8d3b49ebc93ef07d4a10ba045192454d0d26933e5e77784eda",
    "cross_cats_sorted": [
      "q-fin.TR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-07T12:52:58Z",
    "title_canon_sha256": "4466df84b88450db10c93a4673abc5eab954a90d16596f727df78c866e75191b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.04793",
    "kind": "arxiv",
    "version": 2
  }
}