Pith Number

pith:AXQNGKEP

pith:2025:AXQNGKEPWNHND3DI4J4IH4EIGM

not attested not anchored not stored refs pending

Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models

Ananda Theertha Suresh, Chong You, Felix Yu, Haotian Ye, Haowei Lin, Himanshu Jain, James Zou

arxiv:2504.09135 v1 · 2025-04-12 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AXQNGKEPWNHND3DI4J4IH4EIGM}

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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

Schema Key Wording as an Instruction Channel in Structured Generation under Constrained Decoding

Receipt and verification

First computed	2026-07-05T10:48:04.719129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05e0d3288fb34ed1ec68e27883f088333ed66273f5c2b098e5f3885b8f2d5224

Aliases

arxiv: 2504.09135 · arxiv_version: 2504.09135v1 · doi: 10.48550/arxiv.2504.09135 · pith_short_12: AXQNGKEPWNHN · pith_short_16: AXQNGKEPWNHND3DI · pith_short_8: AXQNGKEP

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/AXQNGKEPWNHND3DI4J4IH4EIGM \
  | 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: 05e0d3288fb34ed1ec68e27883f088333ed66273f5c2b098e5f3885b8f2d5224

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6387b6e88a6e92033bbdae2d25175e231b1b4cee7e5d5dfa730c47d7c26021b1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-12T08:49:21Z",
    "title_canon_sha256": "ff53cbd9ea48a57240db3321e93aeaf394ca23b8417764e20856c6f8ffe9035d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.09135",
    "kind": "arxiv",
    "version": 1
  }
}