Pith Number

pith:ILL55OTU

pith:2024:ILL55OTU5AUSMYLBYFYB2PNJXO

not attested not anchored not stored refs pending

Automata-based constraints for language model decoding

Frederick Liu, Luheng He, Terry Koo

arxiv:2407.08103 v3 · 2024-07-11 · cs.CL · cs.FL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ILL55OTU5AUSMYLBYFYB2PNJXO}

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

2 papers in Pith

LatticeBridge: Rare-Event Sequential Inference for Faithful Structured Sequence Synthesis

Beyond Perplexity: UTF-8 Validity in Byte-aware Language Models

Receipt and verification

First computed	2026-07-05T08:51:54.563108Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42d7deba74e829266161c1701d3da9bbadb092893dfe3b7714a8cb2238515f2d

Aliases

arxiv: 2407.08103 · arxiv_version: 2407.08103v3 · doi: 10.48550/arxiv.2407.08103 · pith_short_12: ILL55OTU5AUS · pith_short_16: ILL55OTU5AUSMYLB · pith_short_8: ILL55OTU

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/ILL55OTU5AUSMYLBYFYB2PNJXO \
  | 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: 42d7deba74e829266161c1701d3da9bbadb092893dfe3b7714a8cb2238515f2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "279724a4b1a5c49463106c8a939564524a09d67bea33d78a2ef95f827f458032",
    "cross_cats_sorted": [
      "cs.FL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-11T00:25:01Z",
    "title_canon_sha256": "70ec17a348da4c8a4d5a81e9ee451ee9cd3bd0d73bf403d6c38b9941aba5ea0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08103",
    "kind": "arxiv",
    "version": 3
  }
}