Pith Number

pith:YUR3O2VF

pith:2024:YUR3O2VFCQMDG536PNBDWOGHTZ

not attested not anchored not stored refs pending

DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories

Binhua Li, Fei Huang, Ge Li, Hao Zhu, Huanyu Liu, Jia Li, Jiazheng Ding, Kaibo Liu, Lanshen Wang, Lecheng Wang, Xuanming Zhang, Yihong Dong, Yongbin Li, Yongmin Li, Yunfei Zhao, Yuqi Zhu, Zheng Fang, Zhi Jin

arxiv:2405.19856 v1 · 2024-05-30 · cs.CL · 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{YUR3O2VFCQMDG536PNBDWOGHTZ}

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

5 papers in Pith

Can Large Language Models Generate Observability-Aware Code?

SetupX: Can LLM Agents Learn from Past Failures in Functionality-Correct Code Repository Setup?

AdaDec: A Uncertainty-Guided Lookahead Decoding Framework for LLM-Based Code Generation

Evaluating the Formal Reasoning Capabilities of Large Language Models through Chomsky Hierarchy

ClassEval-Pro: A Cross-Domain Benchmark for Class-Level Code Generation

Receipt and verification

First computed	2026-07-05T08:25:13.489578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c523b76aa5141833777e7b423b38c79e7a2e855e4b53bbb4052d17d475356a3f

Aliases

arxiv: 2405.19856 · arxiv_version: 2405.19856v1 · doi: 10.48550/arxiv.2405.19856 · pith_short_12: YUR3O2VFCQMD · pith_short_16: YUR3O2VFCQMDG536 · pith_short_8: YUR3O2VF

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/YUR3O2VFCQMDG536PNBDWOGHTZ \
  | 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: c523b76aa5141833777e7b423b38c79e7a2e855e4b53bbb4052d17d475356a3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e3b7fd53fa057353bf6944f062036120934c832d29d87a9924c7a0d3f1d8451",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-30T09:03:42Z",
    "title_canon_sha256": "615bdcd0a2d9ac90aed634ba9466aef7ebf456aa7f1a7e0dd0a589f9b13f3f95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19856",
    "kind": "arxiv",
    "version": 1
  }
}