Pith Number

pith:CKNAICBM

pith:2026:CKNAICBMZZ2JYMNPO7NCVZOW4Y

not attested not anchored not stored refs pending

AI Trading: Evaluating Large Language Models for Technical Market Analysis

Geofrey Ntale

arxiv:2607.15414 v1 · 2026-07-16 · cs.LG · cs.AI · 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{CKNAICBMZZ2JYMNPO7NCVZOW4Y}

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	2026-07-20T00:18:32.418822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

129a04082cce749c31af77da2ae5d6e628b58a8c150768ea336b97252c365aaf

Aliases

arxiv: 2607.15414 · arxiv_version: 2607.15414v1 · doi: 10.48550/arxiv.2607.15414 · pith_short_12: CKNAICBMZZ2J · pith_short_16: CKNAICBMZZ2JYMNP · pith_short_8: CKNAICBM

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/CKNAICBMZZ2JYMNPO7NCVZOW4Y \
  | 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: 129a04082cce749c31af77da2ae5d6e628b58a8c150768ea336b97252c365aaf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cf0858d5b95cc785f2bcfe80ab9e8a5223a23106369eec4059bd905231d7e8b",
    "cross_cats_sorted": [
      "cs.AI",
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-16T19:38:23Z",
    "title_canon_sha256": "c50fadbf18b0a217972150b3ab625f8959b0d7f1065113a3fbe2319ec0c14d9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.15414",
    "kind": "arxiv",
    "version": 1
  }
}