Pith Number

pith:WBFBQRG3

pith:2024:WBFBQRG3OI5SQMQ436IIGN4SLM

not attested not anchored not stored refs pending

Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs

Donghwan Shin, Ziyu Li

arxiv:2401.05940 v1 · 2024-01-11 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WBFBQRG3OI5SQMQ436IIGN4SLM}

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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

1 paper in Pith

METAMON: Finding Inconsistencies between Program Documentation and Behavior using Metamorphic LLM Queries

Receipt and verification

First computed	2026-07-05T07:32:38.201127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b04a1844db723b28321cdf908337925b080fda6cab32346f456aef4a518bf62e

Aliases

arxiv: 2401.05940 · arxiv_version: 2401.05940v1 · doi: 10.48550/arxiv.2401.05940 · pith_short_12: WBFBQRG3OI5S · pith_short_16: WBFBQRG3OI5SQMQ4 · pith_short_8: WBFBQRG3

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/WBFBQRG3OI5SQMQ436IIGN4SLM \
  | 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: b04a1844db723b28321cdf908337925b080fda6cab32346f456aef4a518bf62e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ab6f731eb5e5deff213d4090255f65ad8cc2229d3c58829df89600047ab3360",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-01-11T14:27:43Z",
    "title_canon_sha256": "893134f4f8797d00a0ddd76f52c00d2c8ac6112faa4cca9f158e7e09dc88ae89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.05940",
    "kind": "arxiv",
    "version": 1
  }
}