Pith Number

pith:PCP4RUSZ

pith:2024:PCP4RUSZHGWN757TEDGFY467J4

not attested not anchored not stored refs pending

Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

Miltiadis Allamanis, Pengcheng Yin, Sheena Panthaplackel

arxiv:2402.08699 v2 · 2024-02-13 · cs.SE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PCP4RUSZHGWN757TEDGFY467J4}

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

2 papers in Pith

PrivCode++: Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees

Neurosymbolic Auditing of Natural-Language Software Requirements

Receipt and verification

First computed	2026-07-05T08:23:17.958783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

789fc8d25939acdff7f320cc5c73df4f04686314ea4f230feded2921d2664b40

Aliases

arxiv: 2402.08699 · arxiv_version: 2402.08699v2 · doi: 10.48550/arxiv.2402.08699 · pith_short_12: PCP4RUSZHGWN · pith_short_16: PCP4RUSZHGWN757T · pith_short_8: PCP4RUSZ

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/PCP4RUSZHGWN757TEDGFY467J4 \
  | 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: 789fc8d25939acdff7f320cc5c73df4f04686314ea4f230feded2921d2664b40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5460b54378ade90e97958da63f5b3291f0baef9e9d3150174c179678926764f9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-13T11:08:08Z",
    "title_canon_sha256": "124432447114444b37924d396132ef9bb7b3ed63de4e0eeddc6f56f670dad72d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08699",
    "kind": "arxiv",
    "version": 2
  }
}