Pith Number

pith:UO3H4RSE

pith:2024:UO3H4RSEBPDJVNFQRE6H4VVKLN

not attested not anchored not stored refs pending

Multi-Reranker: Maximizing performance of retrieval-augmented generation in the FinanceRAG challenge

Joohyun Lee, Minji Roh

arxiv:2411.16732 v1 · 2024-11-23 · cs.CL · 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{UO3H4RSEBPDJVNFQRE6H4VVKLN}

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

2 papers in Pith

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

Point-in-Time Financial RAG with Frozen LLMs and Market-Feedback Adaptive Retrieval

Receipt and verification

First computed	2026-07-05T09:40:45.331021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3b67e46440bc69ab4b0893c7e56aa5b4842c6ab2f903cb21db3fa10fe28f1a6

Aliases

arxiv: 2411.16732 · arxiv_version: 2411.16732v1 · doi: 10.48550/arxiv.2411.16732 · pith_short_12: UO3H4RSEBPDJ · pith_short_16: UO3H4RSEBPDJVNFQ · pith_short_8: UO3H4RSE

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/UO3H4RSEBPDJVNFQRE6H4VVKLN \
  | 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: a3b67e46440bc69ab4b0893c7e56aa5b4842c6ab2f903cb21db3fa10fe28f1a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbcd73559cf244021f206f141d90157646837e3bf6b00a0571ebcbf58e0ab0b9",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-23T09:56:21Z",
    "title_canon_sha256": "f9239df85bc7a96a28b6e96cd175d728a779813e50a37a0ab024c310ee2851b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16732",
    "kind": "arxiv",
    "version": 1
  }
}