Pith Number

pith:T6J65VAK

pith:2024:T6J65VAKNBW4TYEG2KFO75G46Z

not attested not anchored not stored refs pending

Language Generation with Strictly Proper Scoring Rules

Chenze Shao, Fandong Meng, Jie Zhou, Yijin Liu

arxiv:2405.18906 v1 · 2024-05-29 · cs.CL · 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{T6J65VAKNBW4TYEG2KFO75G46Z}

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

Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs

Receipt and verification

First computed	2026-07-05T08:24:45.153111Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f93eed40a686dc9e086d28aeff4dcf646ba3d918b6d7f62163072ce6a20033c

Aliases

arxiv: 2405.18906 · arxiv_version: 2405.18906v1 · doi: 10.48550/arxiv.2405.18906 · pith_short_12: T6J65VAKNBW4 · pith_short_16: T6J65VAKNBW4TYEG · pith_short_8: T6J65VAK

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/T6J65VAKNBW4TYEG2KFO75G46Z \
  | 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: 9f93eed40a686dc9e086d28aeff4dcf646ba3d918b6d7f62163072ce6a20033c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb4d962d507178f9d9fe24c362c8f8fa658b3bce8684e9bf366f35b116aeeb58",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-29T09:09:00Z",
    "title_canon_sha256": "99f3c21b81517e31d2cac6a34607ee6ef5363f0c658cd4927823e2ca65f94d37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18906",
    "kind": "arxiv",
    "version": 1
  }
}