Pith Number

pith:3RBXO5D3

pith:2023:3RBXO5D3CANZT33BAUYL5ZTZGX

not attested not anchored not stored refs pending

Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective

Deng Cai, Huayang Li, Lemao Liu, Nigel Collier, Taro Watanabe, Tian Lan, Yixuan Su, Zihao Fu

arxiv:2310.10226 v1 · 2023-10-16 · 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{3RBXO5D3CANZT33BAUYL5ZTZGX}

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

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

Receipt and verification

First computed	2026-07-05T07:01:17.358598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc4377747b101b99ef610530bee67935f10e064ad3215f64dd014f7e6e5611da

Aliases

arxiv: 2310.10226 · arxiv_version: 2310.10226v1 · doi: 10.48550/arxiv.2310.10226 · pith_short_12: 3RBXO5D3CANZ · pith_short_16: 3RBXO5D3CANZT33B · pith_short_8: 3RBXO5D3

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/3RBXO5D3CANZT33BAUYL5ZTZGX \
  | 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: dc4377747b101b99ef610530bee67935f10e064ad3215f64dd014f7e6e5611da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3217b8132085b4bf4caeda7e01479d2f510db6f36f982450dd6b0a827a275d5a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-16T09:35:42Z",
    "title_canon_sha256": "96bb2479267d6d8e7a88a3f5fc3291a3612e1ca4695264bbcd1831216c3b8c48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10226",
    "kind": "arxiv",
    "version": 1
  }
}