Pith Number

pith:TVCSZTML

pith:2024:TVCSZTMLTZSHZWR3BBH5LN5SPX

not attested not anchored not stored refs pending

Financial Report Chunking for Effective Retrieval Augmented Generation

Antonio Jimeno Yepes, Jan Milczek, Renyu Li, Sebastian Laverde, Yao You

arxiv:2402.05131 v3 · 2024-02-05 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TVCSZTMLTZSHZWR3BBH5LN5SPX}

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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

13 papers in Pith

FinRED: An Expert-Guided Benchmark Generation and Evaluation Framework for Financial LLM Red-Teaming

LEDGER: A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction

Evaluating Chunking Strategies for Retrieval-Augmented Generation on Academic Texts

SHM-Agents: A Generalist-Specialist Integrated Agent System for Structural Health Monitoring

MimirRAG: A Multi-Agent RAG Framework for Financial Data Retrieval with Metadata Integration

Receipt and verification

First computed	2026-07-05T07:56:59.281952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d452ccd8b9e647cda3b084fd5b7b27dd939ad9d0d67d691bccfa2f9f598811d

Aliases

arxiv: 2402.05131 · arxiv_version: 2402.05131v3 · doi: 10.48550/arxiv.2402.05131 · pith_short_12: TVCSZTMLTZSH · pith_short_16: TVCSZTMLTZSHZWR3 · pith_short_8: TVCSZTML

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/TVCSZTMLTZSHZWR3BBH5LN5SPX \
  | 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: 9d452ccd8b9e647cda3b084fd5b7b27dd939ad9d0d67d691bccfa2f9f598811d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d07651e90654929ef90ce8acf9d17aed541609d53e292bfe4f9c34682f786ee",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-05T22:35:42Z",
    "title_canon_sha256": "3b96aaf695c258168288fe49cca6d30cad24aaff1269e804c189ceba07de34a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05131",
    "kind": "arxiv",
    "version": 3
  }
}