Pith Number

pith:TME25OL4

pith:2022:TME25OL4KJY2TZ6JF57ULL6ZGW

not attested not anchored not stored refs pending

Fault-Aware Neural Code Rankers

Andres Codas, Chenglong Wang, Jeevana Priya Inala, Jianfeng Gao, Madanlal Musuvathi, Mark Encarnaci\'on, Mei Yang, Shuvendu K Lahiri

arxiv:2206.03865 v2 · 2022-06-04 · cs.PL · cs.AI · 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{TME25OL4KJY2TZ6JF57ULL6ZGW}

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

CodeT: Code Generation with Generated Tests

Receipt and verification

First computed	2026-07-05T05:23:58.148198Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b09aeb97c5271a9e7c92f7f45afd9359d8ac78b54ffe2afbca869ba1e704f1d

Aliases

arxiv: 2206.03865 · arxiv_version: 2206.03865v2 · doi: 10.48550/arxiv.2206.03865 · pith_short_12: TME25OL4KJY2 · pith_short_16: TME25OL4KJY2TZ6J · pith_short_8: TME25OL4

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/TME25OL4KJY2TZ6JF57ULL6ZGW \
  | 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: 9b09aeb97c5271a9e7c92f7f45afd9359d8ac78b54ffe2afbca869ba1e704f1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72c089c18bb8cd908ab931360f986525375ea3f5a51522974efb9b482df1cc7d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.PL",
    "submitted_at": "2022-06-04T22:01:05Z",
    "title_canon_sha256": "af3224ebc4d31f9a73dc12100d76bdf90831ba65691ffb8236af5028087a8975"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.03865",
    "kind": "arxiv",
    "version": 2
  }
}