Pith Number

pith:SVLX5XHI

pith:2024:SVLX5XHIH7CU5Z5KVKCD3VZNWO

not attested not anchored not stored refs pending

SynCode: LLM Generation with Grammar Augmentation

Gagandeep Singh, Hangoo Kang, Sasa Misailovic, Shubham Ugare, Tarun Suresh

arxiv:2403.01632 v4 · 2024-03-03 · cs.LG · cs.FL · cs.PL · 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{SVLX5XHIH7CU5Z5KVKCD3VZNWO}

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

9 papers in Pith

Empirical Study for Structured Output Control in LLMs for Software Engineering

TruncProof: A Guardrail for LLM-based JSON Generation under Token-Length Constraints

Case Study: Fine-tuning Small Language Models for Accurate and Private CWE Detection in Python Code

AdaDec: A Uncertainty-Guided Lookahead Decoding Framework for LLM-Based Code Generation

RefineStat: Efficient Exploration for Probabilistic Program Synthesis

Receipt and verification

First computed	2026-07-05T09:31:43.896236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95577edce83fc54ee7aaaa843dd72db3bacc29fe4bfc72906a81611d8e71e186

Aliases

arxiv: 2403.01632 · arxiv_version: 2403.01632v4 · doi: 10.48550/arxiv.2403.01632 · pith_short_12: SVLX5XHIH7CU · pith_short_16: SVLX5XHIH7CU5Z5K · pith_short_8: SVLX5XHI

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/SVLX5XHIH7CU5Z5KVKCD3VZNWO \
  | 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: 95577edce83fc54ee7aaaa843dd72db3bacc29fe4bfc72906a81611d8e71e186

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "116d86de93a02c0d55b291cbaea0d293521ec75bfebd02015427c4268fbccd83",
    "cross_cats_sorted": [
      "cs.FL",
      "cs.PL",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-03T22:38:35Z",
    "title_canon_sha256": "65db2cab8f13e6231896a0db23a367275c373f0c27f731b2be2494d1f247bbfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01632",
    "kind": "arxiv",
    "version": 4
  }
}