Pith Number

pith:32DIRQGG

pith:2025:32DIRQGGWLWBA2M2FV5J6F4WML

not attested not anchored not stored refs pending

Assessing the Capabilities and Limitations of FinGPT Model in Financial NLP Applications

Chimezie A. Odinakachukwu, Prudence Djagba

arxiv:2507.08015 v1 · 2025-07-06 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{32DIRQGGWLWBA2M2FV5J6F4WML}

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	2026-07-05T11:35:15.699438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de8688c0c6b2ec10699a2d7a9f179662fbe3d15b73fda101639f7dbc51bd3353

Aliases

arxiv: 2507.08015 · arxiv_version: 2507.08015v1 · doi: 10.48550/arxiv.2507.08015 · pith_short_12: 32DIRQGGWLWB · pith_short_16: 32DIRQGGWLWBA2M2 · pith_short_8: 32DIRQGG

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/32DIRQGGWLWBA2M2FV5J6F4WML \
  | 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: de8688c0c6b2ec10699a2d7a9f179662fbe3d15b73fda101639f7dbc51bd3353

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee90b48990b12b2b7c8952d37ed58c8195da756ef8c2be8a5bccb44d94b2b9a4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-06T20:02:08Z",
    "title_canon_sha256": "35ea24461efa8ab2bab2782d84d331980912a30402adb26ee8721f6b85868b81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08015",
    "kind": "arxiv",
    "version": 1
  }
}