Pith Number

pith:C2OBP3ZJ

pith:2025:C2OBP3ZJN6ICXGTBYRYPSVZMYI

not attested not anchored not stored refs pending

CodeMonkeys: Scaling Test-Time Compute for Software Engineering

Azalia Mirhoseini, Bradley Brown, Christopher R\'e, Jordan Juravsky, Ronald Clark, Ryan Ehrlich

arxiv:2501.14723 v2 · 2025-01-24 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C2OBP3ZJN6ICXGTBYRYPSVZMYI}

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

13 papers in Pith

AlgoEvolve: LLM-driven Meta-evolution of Algorithmic Trading Programs

Sakana Fugu Technical Report

PACE: A Proxy for Agentic Capability Evaluation

A Single Patch Is Not Enough: Deterministic Fusion of Repair Candidates

Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation

Receipt and verification

First computed	2026-07-05T10:08:54.510028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

169c17ef296f902b9a61c470f9572cc226c33ef424f7273307e978f6be94ae85

Aliases

arxiv: 2501.14723 · arxiv_version: 2501.14723v2 · doi: 10.48550/arxiv.2501.14723 · pith_short_12: C2OBP3ZJN6IC · pith_short_16: C2OBP3ZJN6ICXGTB · pith_short_8: C2OBP3ZJ

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/C2OBP3ZJN6ICXGTBYRYPSVZMYI \
  | 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: 169c17ef296f902b9a61c470f9572cc226c33ef424f7273307e978f6be94ae85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3b798154f9310add1a74dc7e47b7ccc50e34e99142c00cbca0294a2b3858134",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-24T18:58:40Z",
    "title_canon_sha256": "c8f87ad12e60940bdeeb77c5a86e75a083d768ce42167a8474997188123920d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14723",
    "kind": "arxiv",
    "version": 2
  }
}