Pith Number

pith:RVFBYRQA

pith:2025:RVFBYRQAK3BDOC2WSBR7LEWVWY

not attested not anchored not stored refs pending

Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems

Hyunjun Kim, Hyunseo Song, Hyunwoo Seo, Sejong Kim

arxiv:2503.15191 v1 · 2025-03-19 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RVFBYRQAK3BDOC2WSBR7LEWVWY}

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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

2 papers in Pith

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

A Picture is Worth a Thousand Words? An Empirical Study of Aggregation Strategies for Visual Financial Document Retrieval

Receipt and verification

First computed	2026-07-05T10:34:47.860085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d4a1c460056c2370b569063f592d5b6159996eb2139168b342dee58cdea4ab5

Aliases

arxiv: 2503.15191 · arxiv_version: 2503.15191v1 · doi: 10.48550/arxiv.2503.15191 · pith_short_12: RVFBYRQAK3BD · pith_short_16: RVFBYRQAK3BDOC2W · pith_short_8: RVFBYRQA

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/RVFBYRQAK3BDOC2WSBR7LEWVWY \
  | 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: 8d4a1c460056c2370b569063f592d5b6159996eb2139168b342dee58cdea4ab5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23e23fac8cf4b958dd2539c13807614c0a2886bfc7a77f0efa53703227703980",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-03-19T13:21:49Z",
    "title_canon_sha256": "0d86e706fb1ed394c6d25ec115c0698031e7db1822ccc6f10e53aa694f6c8d91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.15191",
    "kind": "arxiv",
    "version": 1
  }
}