Pith Number

pith:FTPUOHKY

pith:2024:FTPUOHKYCVKCYILFW7RG3MBUXE

not attested not anchored not stored refs pending

Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent

Anthony Rios, Fatemeh Haji, Jason Chiang, Maryam Tabar, Mazal Bethany, Peyman Najafirad

arxiv:2409.11527 v2 · 2024-09-17 · 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{FTPUOHKYCVKCYILFW7RG3MBUXE}

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

AMA: Adaptive Memory via Multi-Agent Collaboration

Why Do Multi-Agent LLM Systems Fail?

Receipt and verification

First computed	2026-07-05T09:31:08.618588Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cdf471d5815542c2165b7e26db034b93ccf467f2c5232758035d13eb79d9659

Aliases

arxiv: 2409.11527 · arxiv_version: 2409.11527v2 · doi: 10.48550/arxiv.2409.11527 · pith_short_12: FTPUOHKYCVKC · pith_short_16: FTPUOHKYCVKCYILF · pith_short_8: FTPUOHKY

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/FTPUOHKYCVKCYILFW7RG3MBUXE \
  | 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: 2cdf471d5815542c2165b7e26db034b93ccf467f2c5232758035d13eb79d9659

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d70fa35b5e1930db59a87df28171ecf945f76cee65c3aad30dc7cee5e0c18ce0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-09-17T19:54:37Z",
    "title_canon_sha256": "ab7a6d7f171d1fd9df444b1bacbcc8b461580ddc534ea49084c2729fd7d88ac9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.11527",
    "kind": "arxiv",
    "version": 2
  }
}