Pith Number

pith:TVUDCIQS

pith:2026:TVUDCIQSQBFOEQSBHHGIXBKBSI

not attested not anchored not stored refs pending

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis

Fanrong Liu, Mingni Luo, Zhang Yuwei

arxiv:2606.10412 v1 · 2026-06-09 · 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{TVUDCIQSQBFOEQSBHHGIXBKBSI}

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	2026-06-10T01:10:17.611501Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d68312212804ae2424139cc8b8541922b3c36e8ae7fd8a2e3c0ab07843df0ea

Aliases

arxiv: 2606.10412 · arxiv_version: 2606.10412v1 · doi: 10.48550/arxiv.2606.10412 · pith_short_12: TVUDCIQSQBFO · pith_short_16: TVUDCIQSQBFOEQSB · pith_short_8: TVUDCIQS

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/TVUDCIQSQBFOEQSBHHGIXBKBSI \
  | 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: 9d68312212804ae2424139cc8b8541922b3c36e8ae7fd8a2e3c0ab07843df0ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a8932e835fcc219e2df90cac69a8e9f57480a8dfb18f969b5168524f9030e4a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-09T04:38:48Z",
    "title_canon_sha256": "db47fb31691c662402b07891be0cb6bc5b2670e56342d6000258248c47688b21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10412",
    "kind": "arxiv",
    "version": 1
  }
}