Pith Number

pith:JPI44BUO

pith:2022:JPI44BUOXW42V4YO6DIWUL3T5D

not attested not anchored not stored refs pending

Coder Reviewer Reranking for Code Generation

Daniel Fried, Mike Lewis, Sida I. Wang, Tao Yu, Tatsunori B. Hashimoto, Tianyi Zhang, Wen-tau Yih

arxiv:2211.16490 v1 · 2022-11-29 · cs.LG · cs.CL · cs.PL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JPI44BUOXW42V4YO6DIWUL3T5D}

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

1 paper in Pith

Teaching Large Language Models to Self-Debug

Receipt and verification

First computed	2026-07-05T05:20:27.403906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bd1ce068ebdb9aaf30ef0d16a2f73e8c8c895b8170145989de59b22163a386d

Aliases

arxiv: 2211.16490 · arxiv_version: 2211.16490v1 · doi: 10.48550/arxiv.2211.16490 · pith_short_12: JPI44BUOXW42 · pith_short_16: JPI44BUOXW42V4YO · pith_short_8: JPI44BUO

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/JPI44BUOXW42V4YO6DIWUL3T5D \
  | 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: 4bd1ce068ebdb9aaf30ef0d16a2f73e8c8c895b8170145989de59b22163a386d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6060d619b32089ce2b1fdf5070aef4e1178c4f3e22c32ea12c5973b67e4b11a0",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.PL",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-29T18:56:33Z",
    "title_canon_sha256": "b895a2b0208a40798cb1a88679c880f2d001c443c8f8b59cddf0ff2b5389d4d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.16490",
    "kind": "arxiv",
    "version": 1
  }
}