Pith Number

pith:ZE3QFEGA

pith:2025:ZE3QFEGA4SMVIW2OHVJVQFERXH

not attested not anchored not stored refs pending

Integrating Large Language Models in Financial Investments and Market Analysis: A Survey

Jiating (Kristin) Chen, Lina Huertas Guativa, Pradeep Kumar Joshi, Sedigheh Mahdavi, Upmanyu Singh

arxiv:2507.01990 v1 · 2025-06-29 · q-fin.GN · cs.AI · 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{ZE3QFEGA4SMVIW2OHVJVQFERXH}

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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

1 paper in Pith

Talking to Digital Twins: Selective Disclosure and Belief Measurement in Financial Social Media

Receipt and verification

First computed	2026-07-05T11:31:10.056012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9370290c0e499545b4e3d53581491b9fc00fba4f390e53b61f300e1834ed4af

Aliases

arxiv: 2507.01990 · arxiv_version: 2507.01990v1 · doi: 10.48550/arxiv.2507.01990 · pith_short_12: ZE3QFEGA4SMV · pith_short_16: ZE3QFEGA4SMVIW2O · pith_short_8: ZE3QFEGA

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/ZE3QFEGA4SMVIW2OHVJVQFERXH \
  | 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: c9370290c0e499545b4e3d53581491b9fc00fba4f390e53b61f300e1834ed4af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f190fc1c1db30ed5667a8c4b369f759aa7863b1ee80698a650b4d3dce43f437e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.GN",
    "submitted_at": "2025-06-29T05:25:31Z",
    "title_canon_sha256": "70a4870b8ea94232188a1e7eafe304410e6410379be6ab7163905b9b98977ce1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01990",
    "kind": "arxiv",
    "version": 1
  }
}