Pith Number

pith:A4JR6LJY

pith:2017:A4JR6LJYPLFBLQKAJVWUWRGQIO

not attested not anchored not stored refs pending

Semantic Code Repair using Neuro-Symbolic Transformation Networks

Jacob Devlin, Jonathan Uesato, Pushmeet Kohli, Rishabh Singh

arxiv:1710.11054 v1 · 2017-10-30 · cs.AI · cs.PL · cs.SE

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

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	2026-05-18T00:31:45.735940Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07131f2d387aca15c1404d6d4b44d043bfc9b49cfe9f1b27f19f008413522079

Aliases

arxiv: 1710.11054 · arxiv_version: 1710.11054v1 · doi: 10.48550/arxiv.1710.11054 · pith_short_12: A4JR6LJYPLFB · pith_short_16: A4JR6LJYPLFBLQKA · pith_short_8: A4JR6LJY

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/A4JR6LJYPLFBLQKAJVWUWRGQIO \
  | 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: 07131f2d387aca15c1404d6d4b44d043bfc9b49cfe9f1b27f19f008413522079

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d14433c2ef6ec1de5aa8c5ecd14123e351df1a4fd8c6d7de8123b853801df11",
    "cross_cats_sorted": [
      "cs.PL",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-10-30T16:32:45Z",
    "title_canon_sha256": "d7dfae59477386f35c4d33f6fc98ab1da418a62d9746a7ffd339d207333b6a76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.11054",
    "kind": "arxiv",
    "version": 1
  }
}