Pith Number

pith:FAWFZF2E

pith:2023:FAWFZF2ENPY6NE64CGC7K34R4G

not attested not anchored not stored refs pending

Planning with Large Language Models for Code Generation

Chuang Gan, Joshua B. Tenenbaum, Mingyu Ding, Shun Zhang, Yikang Shen, Zhenfang Chen

arxiv:2303.05510 v1 · 2023-03-09 · cs.LG · cs.AI · cs.CL · cs.PL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FAWFZF2ENPY6NE64CGC7K34R4G}

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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

8 papers in Pith

Beyond Greedy Chunking: SLO-Aware Sliding-Window Scheduling for LLM Inference

ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling

POSTCONDBENCH: Benchmarking Correctness and Completeness in Formal Postcondition Inference

Evaluation of LLM-Based Software Engineering Tools: Practices, Challenges, and Future Directions

Gradient-Based Program Synthesis with Neurally Interpreted Languages

Receipt and verification

First computed	2026-07-05T05:49:41.911039Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

282c5c97446bf1e693dc1185f56f91e19bf18791a8c321a231b71653cb220b98

Aliases

arxiv: 2303.05510 · arxiv_version: 2303.05510v1 · doi: 10.48550/arxiv.2303.05510 · pith_short_12: FAWFZF2ENPY6 · pith_short_16: FAWFZF2ENPY6NE64 · pith_short_8: FAWFZF2E

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/FAWFZF2ENPY6NE64CGC7K34R4G \
  | 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: 282c5c97446bf1e693dc1185f56f91e19bf18791a8c321a231b71653cb220b98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ebd683e99787888eeb4403ea79f9a454d11a02264240f873e3f36fe6ac89a8b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-09T18:59:47Z",
    "title_canon_sha256": "5c3926319bbfe31e0e2d576b4ec59a803902266583288eab64c81f940fe5aac2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.05510",
    "kind": "arxiv",
    "version": 1
  }
}