Pith Number

pith:QLTLL2BG

pith:2025:QLTLL2BGFAFWEPFBVEPJTCA75Z

not attested not anchored not stored refs pending

CRANE: Reasoning with constrained LLM generation

Debangshu Banerjee, Gagandeep Singh, Sasa Misailovic, Shubham Ugare, Tarun Suresh

arxiv:2502.09061 v4 · 2025-02-13 · cs.PL · cs.LG

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\usepackage{pith}
\pithnumber{QLTLL2BGFAFWEPFBVEPJTCA75Z}

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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

7 papers in Pith

Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models

Improving Quantized Model Performance in Qualitative Analysis with Multi-Pass Prompt Verification

RefineStat: Efficient Exploration for Probabilistic Program Synthesis

TreeCoder: Systematic Exploration and Optimisation of Decoding and Constraints for LLM Code Generation

BEAVER: An Efficient Deterministic LLM Verifier

Receipt and verification

First computed	2026-07-05T12:05:13.565798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82e6b5e826280b623ca1a91e99881fee5cb86218030fb255b642c808eb1a8fef

Aliases

arxiv: 2502.09061 · arxiv_version: 2502.09061v4 · doi: 10.48550/arxiv.2502.09061 · pith_short_12: QLTLL2BGFAFW · pith_short_16: QLTLL2BGFAFWEPFB · pith_short_8: QLTLL2BG

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/QLTLL2BGFAFWEPFBVEPJTCA75Z \
  | 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: 82e6b5e826280b623ca1a91e99881fee5cb86218030fb255b642c808eb1a8fef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6864ee1af7e33221a05330f8719634d251f82bcd45a5cbb61957a1d08e58c41",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.PL",
    "submitted_at": "2025-02-13T08:23:42Z",
    "title_canon_sha256": "0f2d2aa150fc1b4678d9d7e61c436aac455b14a9ef9418cc074c8ee15d8ae1b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09061",
    "kind": "arxiv",
    "version": 4
  }
}