Pith Number

pith:XRNGS3LP

pith:2024:XRNGS3LPZEZW5IQTVWRHD5JPLL

not attested not anchored not stored refs pending

Constrained Decoding for Fill-in-the-Middle Code Language Models via Efficient Left and Right Quotienting of Context-Sensitive Grammars

Daniel Melcer, Haifeng Qian, Nathan Fulton, Sanjay Krishna Gouda

arxiv:2402.17988 v2 · 2024-02-28 · cs.PL · cs.LG · 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{XRNGS3LPZEZW5IQTVWRHD5JPLL}

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

OCELOT: Inference-Leakage Budgets for Privacy-Preserving LLM Agents

Receipt and verification

First computed	2026-07-05T09:03:18.594401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc5a696d6fc9336ea213ada271f52f5ad28611d284f11284d735d9d4a42795f3

Aliases

arxiv: 2402.17988 · arxiv_version: 2402.17988v2 · doi: 10.48550/arxiv.2402.17988 · pith_short_12: XRNGS3LPZEZW · pith_short_16: XRNGS3LPZEZW5IQT · pith_short_8: XRNGS3LP

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/XRNGS3LPZEZW5IQTVWRHD5JPLL \
  | 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: bc5a696d6fc9336ea213ada271f52f5ad28611d284f11284d735d9d4a42795f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cfc90b726dd7ff1aba27feb6f11740af2dbe7130bfa0e17640114b650cda662",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.PL",
    "submitted_at": "2024-02-28T02:12:47Z",
    "title_canon_sha256": "5e578f6f7dfb6baff102991b40dddb63f44231567e56aeb427fb4e70468c90d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17988",
    "kind": "arxiv",
    "version": 2
  }
}