Pith Number

pith:IO4ZESJ5

pith:2024:IO4ZESJ54XR7XFDTHQAB2FGLLU

not attested not anchored not stored refs pending

Mercury: A Code Efficiency Benchmark for Code Large Language Models

Anh Tuan Luu, Bin Ji, Mingzhe Du, Qian Liu, See-kiong Ng

arxiv:2402.07844 v4 · 2024-02-12 · cs.SE · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IO4ZESJ54XR7XFDTHQAB2FGLLU}

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

SWE-InfraBench: Evaluating Language Models on Cloud Infrastructure Code

Precision or Peril: A PoC of Python Code Quality from Quantized Large Language Models

PerfCoder: Large Language Models for Interpretable Code Performance Optimization

InCoder-32B-Thinking: Industrial Code World Model for Thinking

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

Receipt and verification

First computed	2026-07-05T08:30:08.520711Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43b992493de5e3fb94733c001d14cb5d05894272107236254bfbbf1379894ce3

Aliases

arxiv: 2402.07844 · arxiv_version: 2402.07844v4 · doi: 10.48550/arxiv.2402.07844 · pith_short_12: IO4ZESJ54XR7 · pith_short_16: IO4ZESJ54XR7XFDT · pith_short_8: IO4ZESJ5

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/IO4ZESJ54XR7XFDTHQAB2FGLLU \
  | 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: 43b992493de5e3fb94733c001d14cb5d05894272107236254bfbbf1379894ce3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2ea03c31f057c670d4b3c3f7265ea05fc2bebd6ef557da8d56e4f222e49396f",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-12T17:53:22Z",
    "title_canon_sha256": "f0750fef0643fd3dada7e794c5cb5272fdcaa7f93b744225465a529a02bf577c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07844",
    "kind": "arxiv",
    "version": 4
  }
}