Pith Number

pith:UF3LDK2V

pith:2024:UF3LDK2VAB7X5K24D2M5ZQC2HJ

not attested not anchored not stored refs pending

Studying LLM Performance on Closed- and Open-source Data

Christian Bird, Premkumar Devanbu, Saikat Chakraborty, Toufique Ahmed

arxiv:2402.15100 v1 · 2024-02-23 · cs.SE · 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{UF3LDK2VAB7X5K24D2M5ZQC2HJ}

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

1 paper in Pith

Large Language Models for Multi-Lingual Equivalent Mutant Detection: An Extended Empirical Study

Receipt and verification

First computed	2026-07-05T07:48:35.991758Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a176b1ab55007f7eab5c1e99dcc05a3a4e2d7dcacf51d45c15d84f56edc73f6c

Aliases

arxiv: 2402.15100 · arxiv_version: 2402.15100v1 · doi: 10.48550/arxiv.2402.15100 · pith_short_12: UF3LDK2VAB7X · pith_short_16: UF3LDK2VAB7X5K24 · pith_short_8: UF3LDK2V

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/UF3LDK2VAB7X5K24D2M5ZQC2HJ \
  | 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: a176b1ab55007f7eab5c1e99dcc05a3a4e2d7dcacf51d45c15d84f56edc73f6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d40b8344947876821d1ea454d7221022ec15bfb3d3e99b8defe2232c80516a0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-23T05:17:28Z",
    "title_canon_sha256": "92af01677f4e846b13e05af9fd5071ef1cfddbc4e49650f1d11a23a0ea3a6aca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15100",
    "kind": "arxiv",
    "version": 1
  }
}