Pith Number

pith:BASMBHNO

pith:2025:BASMBHNOR4KVOENU2755YYXV3I

not attested not anchored not stored refs pending

Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing

Chenyu You, Chuyuan Li, Giuseppe Carenini, Juntai Cao, Raymond Li, Shafiq Joty, Xiang Zhang

arxiv:2502.20592 v3 · 2025-02-27 · 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{BASMBHNOR4KVOENU2755YYXV3I}

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

1 paper in Pith

Benefits and Limitations of Communication in Multi-Agent Reasoning

Receipt and verification

First computed	2026-07-05T11:05:41.066253Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0824c09dae8f155711b4d7fbdc62f5da35c0be127c166565ca2897b486288fcb

Aliases

arxiv: 2502.20592 · arxiv_version: 2502.20592v3 · doi: 10.48550/arxiv.2502.20592 · pith_short_12: BASMBHNOR4KV · pith_short_16: BASMBHNOR4KVOENU · pith_short_8: BASMBHNO

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/BASMBHNOR4KVOENU2755YYXV3I \
  | 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: 0824c09dae8f155711b4d7fbdc62f5da35c0be127c166565ca2897b486288fcb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4443301cf0a350b4a363b9a4d8f053975648cf79b5bad19b95a8fb5b15a6e3d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-27T23:34:47Z",
    "title_canon_sha256": "595cefdaaf904e059e892eaae50448b78159a0798314c2aa948deb6472f96e57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.20592",
    "kind": "arxiv",
    "version": 3
  }
}