Pith Number

pith:FICSFSHM

pith:2024:FICSFSHMTA3OBM3XTZ6RXWBW3S

not attested not anchored not stored refs pending

Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models

Ansong Ni, Arman Cohan, Martin Riddell

arxiv:2403.04811 v1 · 2024-03-06 · cs.SE · cs.CL · 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{FICSFSHMTA3OBM3XTZ6RXWBW3S}

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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

4 papers in Pith

CodePori: Large-Scale System for Autonomous Software Development Using Multi-Agent Technology

Benchmark Data Contamination of Large Language Models: A Survey

ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Receipt and verification

First computed	2026-07-05T07:53:34.731398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a0522c8ec9836e0b3779e7d1bd836dcaca3b0378a356ed3b09b7aa53f499b81

Aliases

arxiv: 2403.04811 · arxiv_version: 2403.04811v1 · doi: 10.48550/arxiv.2403.04811 · pith_short_12: FICSFSHMTA3O · pith_short_16: FICSFSHMTA3OBM3X · pith_short_8: FICSFSHM

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/FICSFSHMTA3OBM3XTZ6RXWBW3S \
  | 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: 2a0522c8ec9836e0b3779e7d1bd836dcaca3b0378a356ed3b09b7aa53f499b81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab0e42ab350ff22bdd22f914bb129d45b2c49e45731c5ef4212812018396e4bd",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-03-06T21:45:35Z",
    "title_canon_sha256": "956bb06dd0639398e9c4e492862f9a2fdd5468e45955ad77b86739ed04011a26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.04811",
    "kind": "arxiv",
    "version": 1
  }
}