Pith Number

pith:56V2EK2I

pith:2025:56V2EK2IDSMIEJAZNGN6EX2DAH

not attested not anchored not stored refs pending

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings

Adam Tornhill, Emma S\"oderberg, Markus Borg, Nadim Hagatulah

arxiv:2507.03536 v1 · 2025-07-04 · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{56V2EK2IDSMIEJAZNGN6EX2DAH}

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	2026-07-05T11:32:01.186971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efaba22b481c98822419699be25f4301da82a4629dd4b8fde4cb00760e112e65

Aliases

arxiv: 2507.03536 · arxiv_version: 2507.03536v1 · doi: 10.48550/arxiv.2507.03536 · pith_short_12: 56V2EK2IDSMI · pith_short_16: 56V2EK2IDSMIEJAZ · pith_short_8: 56V2EK2I

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/56V2EK2IDSMIEJAZNGN6EX2DAH \
  | 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: efaba22b481c98822419699be25f4301da82a4629dd4b8fde4cb00760e112e65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf4ffc39dc59067d6e07447f59d8807db87c4a9d646a68e311fe4d0d3694e4c5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-04T12:39:27Z",
    "title_canon_sha256": "1cafa8736f4f8e3ef87f81f9c75138a76e7d4bf7092072d4265dbd7fbedfe630"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.03536",
    "kind": "arxiv",
    "version": 1
  }
}