Pith Number

pith:BNCLU3ZQ

pith:2024:BNCLU3ZQSBN5P3GAUMGSN7IOCS

not attested not anchored not stored refs pending

Exploring the Integration of Large Language Models in Industrial Test Maintenance Processes

Gregory Gay, Jingxiong Liu, Joakim Wennerberg, Linnea Wahlgren, Ludvig Lemner, Nasser Mohammadiha

arxiv:2409.06416 v2 · 2024-09-10 · cs.SE · cs.AI · 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{BNCLU3ZQSBN5P3GAUMGSN7IOCS}

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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

Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

Receipt and verification

First computed	2026-07-05T11:31:02.437828Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b44ba6f30905bd7ecc0a30d26fd0e14976074b74f025e7fba88faf1113390d9

Aliases

arxiv: 2409.06416 · arxiv_version: 2409.06416v2 · doi: 10.48550/arxiv.2409.06416 · pith_short_12: BNCLU3ZQSBN5 · pith_short_16: BNCLU3ZQSBN5P3GA · pith_short_8: BNCLU3ZQ

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/BNCLU3ZQSBN5P3GAUMGSN7IOCS \
  | 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: 0b44ba6f30905bd7ecc0a30d26fd0e14976074b74f025e7fba88faf1113390d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1cfe2f762153cddaea02e85c028f65d8ef6542e7dac73f13ea7d6b9baff64715",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-09-10T10:55:48Z",
    "title_canon_sha256": "c0ad5087948dae2d45ff5148e0a2b789eb8ccb63cc815d2ceac641d066ae389c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.06416",
    "kind": "arxiv",
    "version": 2
  }
}