Pith Number

pith:5FHUUCHF

pith:2025:5FHUUCHFCU6ICLIKWBOE7WEYAK

not attested not anchored not stored refs pending

Type-Constrained Code Generation with Language Models

Dawn Song, Hao Wang, Jingxuan He, Koushik Sen, Martin Vechev, Niels M\"undler

arxiv:2504.09246 v2 · 2025-04-12 · cs.LG · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5FHUUCHFCU6ICLIKWBOE7WEYAK}

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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

Implementing Grassroots Logic Programs with Multiagent Transition Systems and AI (Full Version)

Receipt and verification

First computed	2026-07-05T11:00:06.358939Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e94f4a08e5153c812d0ab05c4fd89802890acf561a8cb2cefb3f2d3ec35b9e68

Aliases

arxiv: 2504.09246 · arxiv_version: 2504.09246v2 · doi: 10.48550/arxiv.2504.09246 · pith_short_12: 5FHUUCHFCU6I · pith_short_16: 5FHUUCHFCU6ICLIK · pith_short_8: 5FHUUCHF

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/5FHUUCHFCU6ICLIKWBOE7WEYAK \
  | 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: e94f4a08e5153c812d0ab05c4fd89802890acf561a8cb2cefb3f2d3ec35b9e68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f568c08a95c7cde467a5818d0b2cc7089fbb695f6a48a474200c4bf9b82876a",
    "cross_cats_sorted": [
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-12T15:03:00Z",
    "title_canon_sha256": "b7ad9244b3d534634021c8a5384c86fcbbaa32d4d55a0307403e0714abbeda06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.09246",
    "kind": "arxiv",
    "version": 2
  }
}