Pith Number

pith:GVOT7B6J

pith:2025:GVOT7B6JZQM64N6ZP4XOE4UXQY

not attested not anchored not stored refs pending

Controlled LLM Decoding via Discrete Auto-regressive Biasing

Patrick Pynadath, Ruqi Zhang

arxiv:2502.03685 v1 · 2025-02-06 · cs.CL · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GVOT7B6JZQM64N6ZP4XOE4UXQY}

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.

Receipt and verification

First computed	2026-07-05T10:10:13.782002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

355d3f87c9cc19ee37d97f2ee272978638931dc1d8a32c1ef36a3a6c66867027

Aliases

arxiv: 2502.03685 · arxiv_version: 2502.03685v1 · doi: 10.48550/arxiv.2502.03685 · pith_short_12: GVOT7B6JZQM6 · pith_short_16: GVOT7B6JZQM64N6Z · pith_short_8: GVOT7B6J

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/GVOT7B6JZQM64N6ZP4XOE4UXQY \
  | 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: 355d3f87c9cc19ee37d97f2ee272978638931dc1d8a32c1ef36a3a6c66867027

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdbf6dbfe936438cd9fafd9bd0cd6fb5fe50e3bcb15c56c5657b6a230cfac039",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-06T00:14:43Z",
    "title_canon_sha256": "15c86acb4d554600a6a5346cf3438fdddaef905afee8dbb2e4437e7d1524b8c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03685",
    "kind": "arxiv",
    "version": 1
  }
}