Pith Number

pith:NOHRWLYR

pith:2026:NOHRWLYRZDZ6CJK2PUOV73QLEN

not attested not anchored not stored refs pending

Fin-Analyst at FinMMEval 2026 Task 3: A Live Hybrid Trading Agent with LLM Specialists and Rule-Based Signals

Junhua Ding, K.S.M.Tozammel Hossain, Lingzi Hong, Mohotarema Rashid

arxiv:2607.12233 v1 · 2026-07-14 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NOHRWLYRZDZ6CJK2PUOV73QLEN}

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	2026-07-15T00:21:39.814216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b8f1b2f11c8f3e1255a7d1d5fee0b234b7810bded962f6819b6317e04885f52

Aliases

arxiv: 2607.12233 · arxiv_version: 2607.12233v1 · doi: 10.48550/arxiv.2607.12233 · pith_short_12: NOHRWLYRZDZ6 · pith_short_16: NOHRWLYRZDZ6CJK2 · pith_short_8: NOHRWLYR

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/NOHRWLYRZDZ6CJK2PUOV73QLEN \
  | 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: 6b8f1b2f11c8f3e1255a7d1d5fee0b234b7810bded962f6819b6317e04885f52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74c65907d94a510662d0ea1a0481ea88100a9c5dd8e0f2b932febc524c16432c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-14T00:27:07Z",
    "title_canon_sha256": "24714f8f564a4fd71d34bc2af82163e7a75f19af6580ec0f10a2caf0f191dc39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.12233",
    "kind": "arxiv",
    "version": 1
  }
}