Pith Number

pith:ZWUJ4KWE

pith:2023:ZWUJ4KWEOKLGF3YWZTDMYAREG5

not attested not anchored not stored refs pending

The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation

Doina Precup, Jackie C.K.Cheung, Jason Weston, Kushal Arora, Timothy J. O'Donnell

arxiv:2302.06784 v1 · 2023-02-14 · 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{ZWUJ4KWEOKLGF3YWZTDMYAREG5}

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

APCD: Adaptive Path-Contrastive Decoding for Reliable Large Language Model Generation

Receipt and verification

First computed	2026-07-05T05:41:43.762800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cda89e2ac4729662ef16ccc6cc0224376dc2af966e8bd8c8d10943272cdeef8b

Aliases

arxiv: 2302.06784 · arxiv_version: 2302.06784v1 · doi: 10.48550/arxiv.2302.06784 · pith_short_12: ZWUJ4KWEOKLG · pith_short_16: ZWUJ4KWEOKLGF3YW · pith_short_8: ZWUJ4KWE

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/ZWUJ4KWEOKLGF3YWZTDMYAREG5 \
  | 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: cda89e2ac4729662ef16ccc6cc0224376dc2af966e8bd8c8d10943272cdeef8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93c7f33926bcb3f54db9bc377f3e6fe5ea647a7a73658cd1dee213ea735b0fbb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-14T02:02:33Z",
    "title_canon_sha256": "d232f94137694261787b1784a549975fcbddc09a2ffd3e196ab65083b6c23fc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.06784",
    "kind": "arxiv",
    "version": 1
  }
}