Pith Number

pith:NC62MFJQ

pith:2023:NC62MFJQ6SNEF2ZDAGV4ZYL2IC

not attested not anchored not stored refs pending

ITER: Iterative Neural Repair for Multi-Location Patches

He Ye, Martin Monperrus

arxiv:2304.12015 v2 · 2023-04-24 · 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{NC62MFJQ6SNEF2ZDAGV4ZYL2IC}

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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

1 paper in Pith

The Art of Repair: Optimizing Iterative Program Repair with Instruction-Tuned Models

Receipt and verification

First computed	2026-07-05T08:41:58.794301Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68bda61530f49a42eb2301abcce17a40b55a78f872f2e300bd7c66dfeb58a570

Aliases

arxiv: 2304.12015 · arxiv_version: 2304.12015v2 · doi: 10.48550/arxiv.2304.12015 · pith_short_12: NC62MFJQ6SNE · pith_short_16: NC62MFJQ6SNEF2ZD · pith_short_8: NC62MFJQ

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/NC62MFJQ6SNEF2ZDAGV4ZYL2IC \
  | 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: 68bda61530f49a42eb2301abcce17a40b55a78f872f2e300bd7c66dfeb58a570

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e41175a0e0a847237f418aba193018fd1075ab12cceeec91db577c4235f7e14",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-04-24T11:32:02Z",
    "title_canon_sha256": "e812b10a03f3f3dcfbda98ddfc6a82bae0ad05a63f3db40a04186558e1a191bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.12015",
    "kind": "arxiv",
    "version": 2
  }
}