Pith Number

pith:C3I2VXYR

pith:2024:C3I2VXYRTWOWBPS2ODFRCQP7UJ

not attested not anchored not stored refs pending

CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding?

Annan Li, Hongzhan Lin, Jing Ma, Weixiang Yan, Yuchen Tian, Yuwei Zhao, Ziyang Luo

arxiv:2408.10718 v2 · 2024-08-20 · cs.SE · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C3I2VXYRTWOWBPS2ODFRCQP7UJ}

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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

A Survey on LLM-as-a-Judge

PYTHALAB-MERA: Validation-Grounded Memory, Retrieval, and Acceptance Control for Frozen-LLM Coding Agents

Enhancing Large Language Models with Retrieval Augmented Generation for Software Testing and Inspection Automation

Bias in the Loop: Auditing LLM-as-a-Judge for Software Engineering

Receipt and verification

First computed	2026-07-05T09:06:43.588481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16d1aadf119d9d60be5a70cb1141ffa2465795b9fc5864870f6bb7c9b4e6eccc

Aliases

arxiv: 2408.10718 · arxiv_version: 2408.10718v2 · doi: 10.48550/arxiv.2408.10718 · pith_short_12: C3I2VXYRTWOW · pith_short_16: C3I2VXYRTWOWBPS2 · pith_short_8: C3I2VXYR

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/C3I2VXYRTWOWBPS2ODFRCQP7UJ \
  | 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: 16d1aadf119d9d60be5a70cb1141ffa2465795b9fc5864870f6bb7c9b4e6eccc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b29d5ba6e926ed1dfe5b7a3a384160c043189811ed3f345a8d17724c00dd66b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-08-20T10:40:35Z",
    "title_canon_sha256": "07bd5721fa8af85663e50fb416deaf45a47adb5bfb98c27229316c11a4511dce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10718",
    "kind": "arxiv",
    "version": 2
  }
}