Pith Number

pith:MAOP3WN7

pith:2025:MAOP3WN7STCTVPTS6UH2XPKSUF

not attested not anchored not stored refs pending

Large language models in finance : what is financial sentiment?

Guido Germano, Kemal Kirtac

arxiv:2503.03612 v4 · 2025-03-05 · q-fin.ST · q-fin.CP · q-fin.GN

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MAOP3WN7STCTVPTS6UH2XPKSUF}

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

Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock

Receipt and verification

First computed	2026-07-05T10:44:22.641398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

601cfdd9bf94c53abe72f50fabbd52a16fdbce8964618800d63cb4522562535b

Aliases

arxiv: 2503.03612 · arxiv_version: 2503.03612v4 · doi: 10.48550/arxiv.2503.03612 · pith_short_12: MAOP3WN7STCT · pith_short_16: MAOP3WN7STCTVPTS · pith_short_8: MAOP3WN7

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/MAOP3WN7STCTVPTS6UH2XPKSUF \
  | 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: 601cfdd9bf94c53abe72f50fabbd52a16fdbce8964618800d63cb4522562535b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fb658887afcb73bfaa240aa03fe76d02652d34107dc5cc9c4ae348ea163a7d2",
    "cross_cats_sorted": [
      "q-fin.CP",
      "q-fin.GN"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2025-03-05T15:51:25Z",
    "title_canon_sha256": "e7ca00f6c49a7baa035e71ef2a7aab73af6a0c66871b87c70e61908b9ad80c54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.03612",
    "kind": "arxiv",
    "version": 4
  }
}