Pith Number

pith:P22ANSHW

pith:2024:P22ANSHWJ6E3UFMB3VSVTDQ3EV

not attested not anchored not stored refs pending

Predictive Power of LLMs in Financial Markets

Burton Hollifield, Jerick Shi

arxiv:2411.16569 v1 · 2024-11-25 · q-fin.PM · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P22ANSHWJ6E3UFMB3VSVTDQ3EV}

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	2026-07-05T09:40:11.188089Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7eb406c8f64f89ba1581dd65598e1b254e4a16717ed5a4e047f3560e41ae9030

Aliases

arxiv: 2411.16569 · arxiv_version: 2411.16569v1 · doi: 10.48550/arxiv.2411.16569 · pith_short_12: P22ANSHWJ6E3 · pith_short_16: P22ANSHWJ6E3UFMB · pith_short_8: P22ANSHW

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/P22ANSHWJ6E3UFMB3VSVTDQ3EV \
  | 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: 7eb406c8f64f89ba1581dd65598e1b254e4a16717ed5a4e047f3560e41ae9030

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b4b588d5fbe0c0d6ed6adad185961250f373ecae379f9db8508439c805e4f30",
    "cross_cats_sorted": [
      "q-fin.CP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.PM",
    "submitted_at": "2024-11-25T16:53:22Z",
    "title_canon_sha256": "93d0448c4d8c302ce519882035d233130c64c8be193f4b91b2a17453e4f19ff6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16569",
    "kind": "arxiv",
    "version": 1
  }
}