Pith. sign in
Pith Number

pith:7TZRIOPO

pith:2023:7TZRIOPOZBHSYDF27IKSQBCU2N
not attested not anchored not stored refs pending

Automatically Reproducing Android Bug Reports Using Natural Language Processing and Reinforcement Learning

Robert Winn, Tingting Yu, William G. J. Halfond, Yu Zhao, Zhaoxu Zhang

arxiv:2301.07775 v1 · 2023-01-18 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7TZRIOPOZBHSYDF27IKSQBCU2N}

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.
Receipt and verification
First computed 2026-07-05T05:34:19.226242Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fcf31439eec84f2c0cbafa15280454d35369eaab56e4fd592663534870eec0f7

Aliases

arxiv: 2301.07775 · arxiv_version: 2301.07775v1 · doi: 10.48550/arxiv.2301.07775 · pith_short_12: 7TZRIOPOZBHS · pith_short_16: 7TZRIOPOZBHSYDF2 · pith_short_8: 7TZRIOPO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7TZRIOPOZBHSYDF27IKSQBCU2N \
  | 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: fcf31439eec84f2c0cbafa15280454d35369eaab56e4fd592663534870eec0f7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0da3c9fe6a72cbe430a94789466e761fd4f88fd343029d92d24517f882d4b3ef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-01-18T20:32:49Z",
    "title_canon_sha256": "1dd12df5da42b1c0c2d896e0db6d9f5b6cf25f2fafeeb06efb9015ca27c6948f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.07775",
    "kind": "arxiv",
    "version": 1
  }
}