Pith Number

pith:NQLWE7OF

pith:2025:NQLWE7OF3D6VS4LVQTS7GQQBBB

not attested not anchored not stored refs pending

Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Shalev Lifshitz, Sheila A. McIlraith, Yilun Du

arxiv:2502.20379 v1 · 2025-02-27 · 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{NQLWE7OF3D6VS4LVQTS7GQQBBB}

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

10 papers in Pith

Cherry-pick Override: Unsafe Directional Commitment in LLM Judges under Mixed Evidence

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions

On the Generalization Gap in Self-Evolving Language Model Reasoning

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning

IdleSpec: Exploiting Idle Time via Speculative Planning for LLM Agents

Receipt and verification

First computed	2026-07-05T10:21:13.996052Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c17627dc5d8fd59717584e5f3420108631fc265ea3aac745685e45efcadb664

Aliases

arxiv: 2502.20379 · arxiv_version: 2502.20379v1 · doi: 10.48550/arxiv.2502.20379 · pith_short_12: NQLWE7OF3D6V · pith_short_16: NQLWE7OF3D6VS4LV · pith_short_8: NQLWE7OF

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/NQLWE7OF3D6VS4LVQTS7GQQBBB \
  | 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: 6c17627dc5d8fd59717584e5f3420108631fc265ea3aac745685e45efcadb664

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d595c6874caab7aa918affc0ef5e38ea95d32a9ac5fb72157169bbac9a945788",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-27T18:53:30Z",
    "title_canon_sha256": "d4259c872614fb420c6d79864f552805cc4ad6702098fbdc8e2ece5e203f3a54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.20379",
    "kind": "arxiv",
    "version": 1
  }
}