Pith Number

pith:TXRU7AVR

pith:2024:TXRU7AVRUKNMPHLOZQDXNZRGOK

not attested not anchored not stored refs pending

A Collaborative Multi-Agent Approach to Retrieval-Augmented Generation Across Diverse Data

Aniruddha Salve, Arnab Mitra Utsab, Mahesh Deshmukh, Saba Attar, Sayali Shivpuje

arxiv:2412.05838 v1 · 2024-12-08 · 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{TXRU7AVRUKNMPHLOZQDXNZRGOK}

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

Efficient Federated Search for Retrieval-Augmented Generation using Lightweight Routing

ALDEN: Boosting Private Data Extraction from Retrieval-Augmented Generation Systems via Active Learning and Distribution Estimation

Receipt and verification

First computed	2026-07-05T09:46:10.209378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9de34f82b1a29ac79d6ecc0776e626729854cbcf9e6b3e9a666a91924337d299

Aliases

arxiv: 2412.05838 · arxiv_version: 2412.05838v1 · doi: 10.48550/arxiv.2412.05838 · pith_short_12: TXRU7AVRUKNM · pith_short_16: TXRU7AVRUKNMPHLO · pith_short_8: TXRU7AVR

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/TXRU7AVRUKNMPHLOZQDXNZRGOK \
  | 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: 9de34f82b1a29ac79d6ecc0776e626729854cbcf9e6b3e9a666a91924337d299

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b71f161428b1fc837bbc127d6af7c59e3f2c8b0597c45850eb041275368ff3f4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-08T07:18:19Z",
    "title_canon_sha256": "478a0fe7a297f8de786e69cebe070e51cbfa01db226d31e909266961e8a970c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05838",
    "kind": "arxiv",
    "version": 1
  }
}