Pith Number

pith:B22HTPLS

pith:2025:B22HTPLSQK3YPBF4PS2CDUN4CJ

not attested not anchored not stored refs pending

An End-To-End LLM Enhanced Trading System

Ronitt Mehra, Ziyao Zhou

arxiv:2502.01574 v1 · 2025-02-03 · q-fin.TR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B22HTPLSQK3YPBF4PS2CDUN4CJ}

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	2026-07-05T10:08:56.720016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0eb479bd7282b78784bc7cb421d1bc124644371778d14e6b6b8d406ffa7a140b

Aliases

arxiv: 2502.01574 · arxiv_version: 2502.01574v1 · doi: 10.48550/arxiv.2502.01574 · pith_short_12: B22HTPLSQK3Y · pith_short_16: B22HTPLSQK3YPBF4 · pith_short_8: B22HTPLS

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/B22HTPLSQK3YPBF4PS2CDUN4CJ \
  | 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: 0eb479bd7282b78784bc7cb421d1bc124644371778d14e6b6b8d406ffa7a140b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9cd095938e5d5ae0037acfc5000c14a21c3d555a64c438af1b0195c64ea2675",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.TR",
    "submitted_at": "2025-02-03T17:57:04Z",
    "title_canon_sha256": "8d70f6aee508aa9f831bcc33d7a4d6ac8d2b6ef8559a23608225667cadb4bd5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01574",
    "kind": "arxiv",
    "version": 1
  }
}