Pith Number

pith:MDOPHBNK

pith:2024:MDOPHBNKKUBZHDHKY34HIV4RU7

not attested not anchored not stored refs pending

FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications

Danilo Mandic, Giorgos Iacovides, Mingxue Xu, Thanos Konstantinidis, Tony G. Constantinides

arxiv:2403.12285 v1 · 2024-03-18 · cs.CL · cs.LG · q-fin.ST · 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{MDOPHBNKKUBZHDHKY34HIV4RU7}

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

3 papers in Pith

From Efficiency to Leakage -- Privacy Backdoor in Federated Language Model Fine-Tuning

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

SoK: Security of Autonomous LLM Agents in Agentic Commerce

Receipt and verification

First computed	2026-07-05T07:57:58.362436Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60dcf385aa5503938ceac6f8745791a7ce9ca0daa2e89a03fb383ec06d98c54e

Aliases

arxiv: 2403.12285 · arxiv_version: 2403.12285v1 · doi: 10.48550/arxiv.2403.12285 · pith_short_12: MDOPHBNKKUBZ · pith_short_16: MDOPHBNKKUBZHDHK · pith_short_8: MDOPHBNK

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/MDOPHBNKKUBZHDHKY34HIV4RU7 \
  | 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: 60dcf385aa5503938ceac6f8745791a7ce9ca0daa2e89a03fb383ec06d98c54e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0021e5867f09ebeca85c82b7eca252bbcd83dd38c098d18d9fade520307aec43",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.ST",
      "q-fin.TR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-18T22:11:00Z",
    "title_canon_sha256": "36385c5ac7fbcc1251d90ca8848c2ee909eee8848c95fdd3e099a07c513a06af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.12285",
    "kind": "arxiv",
    "version": 1
  }
}