Pith Number

pith:3EPTUCTM

pith:2024:3EPTUCTMMJHLI66M7ZKVBKGVPW

not attested not anchored not stored refs pending

Can Large Language Models Beat Wall Street? Unveiling the Potential of AI in Stock Selection

Dimosthenis Kyriazis, Georgios Fatouros, John Soldatos, Konstantinos Metaxas

arxiv:2401.03737 v2 · 2024-01-08 · q-fin.CP · cs.AI · cs.CE · 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{3EPTUCTMMJHLI66M7ZKVBKGVPW}

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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

Bridging Language Models and Financial Analysis

LLM-Powered AI Agent Systems and Their Applications in Industry

Receipt and verification

First computed	2026-07-05T10:08:13.543531Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d91f3a0a6c624eb47bccfe5550a8d57d849affb9a07f5084c3dfb40eb3d9c0d9

Aliases

arxiv: 2401.03737 · arxiv_version: 2401.03737v2 · doi: 10.48550/arxiv.2401.03737 · pith_short_12: 3EPTUCTMMJHL · pith_short_16: 3EPTUCTMMJHLI66M · pith_short_8: 3EPTUCTM

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/3EPTUCTMMJHLI66M7ZKVBKGVPW \
  | 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: d91f3a0a6c624eb47bccfe5550a8d57d849affb9a07f5084c3dfb40eb3d9c0d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a99be367abc5708cf028fc6e29d86eab62302817f62b4251ee9cc71b02aa6545",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2024-01-08T08:58:46Z",
    "title_canon_sha256": "34f833495d4233eb360a85bde8df9a6ebc52c948461758dae36cf49e1fefc40a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.03737",
    "kind": "arxiv",
    "version": 2
  }
}