Pith Number

pith:FLEPYDMD

pith:2024:FLEPYDMDKTPH6A2RGPVXJECHPW

not attested not anchored not stored refs pending

A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading

Bingqiao Luo, Bingsheng He, Nuo Chen, Qian Wang, Xu Liu, Yuan Li

arxiv:2407.09546 v1 · 2024-06-27 · q-fin.TR · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FLEPYDMDKTPH6A2RGPVXJECHPW}

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

Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems

Receipt and verification

First computed	2026-07-05T08:43:32.129067Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ac8fc0d8354de7f035133eb7490477dab396c649911ce4f1f277ad16b422237

Aliases

arxiv: 2407.09546 · arxiv_version: 2407.09546v1 · doi: 10.48550/arxiv.2407.09546 · pith_short_12: FLEPYDMDKTPH · pith_short_16: FLEPYDMDKTPH6A2R · pith_short_8: FLEPYDMD

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/FLEPYDMDKTPH6A2RGPVXJECHPW \
  | 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: 2ac8fc0d8354de7f035133eb7490477dab396c649911ce4f1f277ad16b422237

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df97f459f9b8f145821a12a310d306d7c9bbe9cc1e869242350510792f4ef49b",
    "cross_cats_sorted": [
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "q-fin.TR",
    "submitted_at": "2024-06-27T08:31:05Z",
    "title_canon_sha256": "b5bfadd0a8b34ce51c9dfa81de956a054eebdaf1d1eae0400017ed09eead84c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.09546",
    "kind": "arxiv",
    "version": 1
  }
}