Pith. sign in
Pith Number

pith:5MRCQKRL

pith:2023:5MRCQKRLGVM4DX5PTOA4L5AKU3
not attested not anchored not stored refs pending

Coeditor: Leveraging Contextual Changes for Multi-round Code Auto-editing

Greg Durrett, Isil Dillig, Jiayi Wei

arxiv:2305.18584 v2 · 2023-05-29 · cs.SE · cs.LG · cs.PL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5MRCQKRLGVM4DX5PTOA4L5AKU3}

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

Receipt and verification
First computed 2026-07-05T08:12:43.434638Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

eb22282a2b3559c1dfaf9b81c5f40aa6f12b1ba60c61272f8dbd44aaad4eb816

Aliases

arxiv: 2305.18584 · arxiv_version: 2305.18584v2 · doi: 10.48550/arxiv.2305.18584 · pith_short_12: 5MRCQKRLGVM4 · pith_short_16: 5MRCQKRLGVM4DX5P · pith_short_8: 5MRCQKRL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5MRCQKRLGVM4DX5PTOA4L5AKU3 \
  | 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: eb22282a2b3559c1dfaf9b81c5f40aa6f12b1ba60c61272f8dbd44aaad4eb816
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "040ba2e8c549fb84e76c380b0dc774a56545b6434dd74e55af7905e4397da474",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-05-29T19:57:36Z",
    "title_canon_sha256": "b9bdd6981be1f1d5a2dc7c6c999c3dc5a8ea5c0e5b9128c5e69920efeb843e54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18584",
    "kind": "arxiv",
    "version": 2
  }
}