Pith Number

pith:DUTYY44A

pith:2023:DUTYY44ASNI2YPDXBTP2C44Q6S

not attested not anchored not stored refs pending

Challenging Bug Prediction and Repair Models with Synthetic Bugs

Ali Reza Ibrahimzada, Reyhaneh Jabbarvand, Ryan Rong, Yang Chen

arxiv:2310.02407 v3 · 2023-10-03 · 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{DUTYY44ASNI2YPDXBTP2C44Q6S}

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

SWE-Mutation: Can LLMs Generate Reliable Test Suites in Software Engineering?

Receipt and verification

First computed	2026-07-05T12:06:57.892607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d278c73809351ac3c770cdfa17390f4830615d2c6fd52cd2983d33771d16731

Aliases

arxiv: 2310.02407 · arxiv_version: 2310.02407v3 · doi: 10.48550/arxiv.2310.02407 · pith_short_12: DUTYY44ASNI2 · pith_short_16: DUTYY44ASNI2YPDX · pith_short_8: DUTYY44A

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/DUTYY44ASNI2YPDXBTP2C44Q6S \
  | 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: 1d278c73809351ac3c770cdfa17390f4830615d2c6fd52cd2983d33771d16731

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ecd87d2975508370077a77d5ef3c3eb3cab94f086face534f8935c707089e278",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-10-03T20:01:51Z",
    "title_canon_sha256": "471437d7765cf78dc113fd4a1e931e6d8c4ba32e4f5b9d1fd9dd0074f8b84157"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02407",
    "kind": "arxiv",
    "version": 3
  }
}