Pith Number

pith:ASBVJQKM

pith:2024:ASBVJQKM757SZR545FFU7EGKBM

not attested not anchored not stored refs pending

Planning In Natural Language Improves LLM Search For Code Generation

Catherine Wu, Evan Wang, Federico Cassano, Hugh Zhang, Sean Hendryx, Summer Yue, Vaskar Nath, Will Song, Yunfeng Bai, Ziwen Han

arxiv:2409.03733 v2 · 2024-09-05 · cs.LG · cs.AI · 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{ASBVJQKM757SZR545FFU7EGKBM}

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

7 papers in Pith

OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

Falsification, Not Exposure: An Internally Preregistered Placebo-Controlled Decomposition of Self-Repair Feedback in Frozen Small Code Models

Muse Spark Safety & Preparedness Report

Syntax Without Semantics: Teaching Large Language Models to Code in an Unseen Language

Code as Agent Harness

Receipt and verification

First computed	2026-07-05T09:22:42.238824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

048354c14cff7f2cc7bce94b4f90ca0b118c26e8c4027733a584b6c4ecc2da03

Aliases

arxiv: 2409.03733 · arxiv_version: 2409.03733v2 · doi: 10.48550/arxiv.2409.03733 · pith_short_12: ASBVJQKM757S · pith_short_16: ASBVJQKM757SZR54 · pith_short_8: ASBVJQKM

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/ASBVJQKM757SZR545FFU7EGKBM \
  | 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: 048354c14cff7f2cc7bce94b4f90ca0b118c26e8c4027733a584b6c4ecc2da03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0baacaa6aa7c09e41d5ab2c11eba98fa4e32787bdd5956c790bad27e4bd68bc2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-05T17:44:49Z",
    "title_canon_sha256": "91e7c178051a591eb8b9d13f069e5d41f4ff22e7965c9683912c5372d20fa858"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.03733",
    "kind": "arxiv",
    "version": 2
  }
}