Pith Number

pith:DNOJSZAE

pith:2026:DNOJSZAETMT5IBJ637I2SQJ4WA

not attested not anchored not stored refs pending

The Hidden Cost of Structured Generation in LLMs: Draft-Conditioned Constrained Decoding

Amrit Singh Bedi, Avinash Reddy, James S. Ide, Thayne T. Walker

arxiv:2603.03305 v2 · 2026-02-08 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DNOJSZAETMT5IBJ637I2SQJ4WA}

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

3 papers in Pith

ATLAS-RTC: Closing the Loop on LLM Agent Output with Token-Level Runtime Control

The Extrapolation Cliff in On-Policy Distillation of Near-Deterministic Structured Outputs

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

Receipt and verification

First computed	2026-06-30T01:17:35.197106Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b5c9964049b27d4053edfd1a9413cb0380f46b8eb5f4536ef3392c143510a7f

Aliases

arxiv: 2603.03305 · arxiv_version: 2603.03305v2 · doi: 10.48550/arxiv.2603.03305 · pith_short_12: DNOJSZAETMT5 · pith_short_16: DNOJSZAETMT5IBJ6 · pith_short_8: DNOJSZAE

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/DNOJSZAETMT5IBJ637I2SQJ4WA \
  | 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: 1b5c9964049b27d4053edfd1a9413cb0380f46b8eb5f4536ef3392c143510a7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3abf27069e25de3f8e39b5c1099d1ac9bb56c63d3d3047622ff2abe176cfda13",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-02-08T03:52:24Z",
    "title_canon_sha256": "24754e2e847c749b245a7476590f381d99b9ea8a030ae35fc8d1d515d5e856dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.03305",
    "kind": "arxiv",
    "version": 2
  }
}