Pith Number

pith:URPFVCWL

pith:2023:URPFVCWLB3OACP2UAXFRJMDSRU

not attested not anchored not stored refs pending

On the Reliability and Explainability of Language Models for Program Generation

Chakkrit Tantithamthavorn, Li Li, Yonghui Liu, Yue Liu

arxiv:2302.09587 v3 · 2023-02-19 · 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{URPFVCWLB3OACP2UAXFRJMDSRU}

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.

Receipt and verification

First computed	2026-07-05T07:30:46.881033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a45e5a8acb0edc013f5405cb14b0728d2409ff6c6b905338c5266951b1d02803

Aliases

arxiv: 2302.09587 · arxiv_version: 2302.09587v3 · doi: 10.48550/arxiv.2302.09587 · pith_short_12: URPFVCWLB3OA · pith_short_16: URPFVCWLB3OACP2U · pith_short_8: URPFVCWL

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/URPFVCWLB3OACP2UAXFRJMDSRU \
  | 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: a45e5a8acb0edc013f5405cb14b0728d2409ff6c6b905338c5266951b1d02803

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5378bdb6913ad3946a7a367ecaf88329d4efc9d371f80d274a56b3aa9bac6fae",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-02-19T14:59:52Z",
    "title_canon_sha256": "d80143264e068682a370e943ea4d6357ddee0ae40b8861faa3b1833094e7848a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.09587",
    "kind": "arxiv",
    "version": 3
  }
}