Pith Number

pith:IUFPXSSA

pith:2024:IUFPXSSAE4TIYGHQLVI7YAP7SB

not attested not anchored not stored refs pending

Advancing Code Coverage: Incorporating Program Analysis with Large Language Models

Bin Lin, Chen Yang, Jianyi Zhou, Junjie Chen, Ziqi Wang

arxiv:2404.04966 v2 · 2024-04-07 · cs.SE

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\usepackage{pith}
\pithnumber{IUFPXSSAE4TIYGHQLVI7YAP7SB}

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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

6 papers in Pith

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MR-Adopt: Automatic Deduction of Input Transformation Function for Metamorphic Testing

MuMuTestUp: Mutation-based Multi-Agent Test Case Update

Large Language Model-Based Agents for Software Engineering: A Survey

Breaking, Stale, or Missing? Benchmarking Coding Agents on Project-Level Test Evolution

Receipt and verification

First computed	2026-07-05T11:37:08.924884Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

450afbca4027268c18f05d51fc01ff90777eb0f37419fc7fc6f7d58a8c46378d

Aliases

arxiv: 2404.04966 · arxiv_version: 2404.04966v2 · doi: 10.48550/arxiv.2404.04966 · pith_short_12: IUFPXSSAE4TI · pith_short_16: IUFPXSSAE4TIYGHQ · pith_short_8: IUFPXSSA

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/IUFPXSSAE4TIYGHQLVI7YAP7SB \
  | 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: 450afbca4027268c18f05d51fc01ff90777eb0f37419fc7fc6f7d58a8c46378d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e141bb1109b9c4628d701229975f5431bf34ecc7ebfeafbfc28223ebfe0a8353",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-04-07T14:08:28Z",
    "title_canon_sha256": "1b5e302b556208b0eb8755dcf19e71de4aefe33e45b490aceac9dc424aabcc86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.04966",
    "kind": "arxiv",
    "version": 2
  }
}