Pith Number

pith:HNSLU5ZX

pith:2024:HNSLU5ZXIXVVGC7F73G2ZLPN4T

not attested not anchored not stored refs pending

Controllable Generation via Locally Constrained Resampling

Guy Van den Broeck, Kai-Wei Chang, Kareem Ahmed

arxiv:2410.13111 v1 · 2024-10-17 · cs.LG · cs.CL · 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{HNSLU5ZXIXVVGC7F73G2ZLPN4T}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T09:21:55.549229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b64ba773745eb530be5fecdacadede4d7da2f7ed672539c38769a2a9c9f26df

Aliases

arxiv: 2410.13111 · arxiv_version: 2410.13111v1 · doi: 10.48550/arxiv.2410.13111 · pith_short_12: HNSLU5ZXIXVV · pith_short_16: HNSLU5ZXIXVVGC7F · pith_short_8: HNSLU5ZX

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/HNSLU5ZXIXVVGC7F73G2ZLPN4T \
  | 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: 3b64ba773745eb530be5fecdacadede4d7da2f7ed672539c38769a2a9c9f26df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b5c70abad0dc86aa4e003fddee47a2f998c9461c5b96ba8d9c622048f656f5f",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T00:49:53Z",
    "title_canon_sha256": "eb68dcfd2a8466cb1e286601f5725374e0443a38b691c00e4262c50cc3a5de85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13111",
    "kind": "arxiv",
    "version": 1
  }
}