Pith Number

pith:V7TO3EW2

pith:2025:V7TO3EW2Q3I2TZ55C4QFM4QJ2P

not attested not anchored not stored refs pending

Large Language Models for Unit Testing: A Systematic Literature Review

Chunrong Fang, Liang Xiao, Quanjun Zhang, Siqi Gu, Ye Shang, Zhenyu Chen

arxiv:2506.15227 v1 · 2025-06-18 · cs.SE

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\usepackage{pith}
\pithnumber{V7TO3EW2Q3I2TZ55C4QFM4QJ2P}

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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

2 papers in Pith

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Can Large Language Models Assist the Comprehension of ROS2 Software Architectures?

Receipt and verification

First computed	2026-07-05T11:23:39.727054Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afe6ed92da86d1a9e7bd1720567209d3dec8b28eeac42f08c991996a9cb37789

Aliases

arxiv: 2506.15227 · arxiv_version: 2506.15227v1 · doi: 10.48550/arxiv.2506.15227 · pith_short_12: V7TO3EW2Q3I2 · pith_short_16: V7TO3EW2Q3I2TZ55 · pith_short_8: V7TO3EW2

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/V7TO3EW2Q3I2TZ55C4QFM4QJ2P \
  | 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: afe6ed92da86d1a9e7bd1720567209d3dec8b28eeac42f08c991996a9cb37789

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "558be6b6a0af2dc5e30f23912ce1bd9f7c305404abb04b93ab485b9b039b103a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-06-18T08:11:10Z",
    "title_canon_sha256": "cdd35fef534da45bb7a86dae7a82cf3566af4d2d24af5f5a0bd3f928ec02482c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15227",
    "kind": "arxiv",
    "version": 1
  }
}