Pith Number

pith:IVPQDTQN

pith:2023:IVPQDTQNBE4VRZU2G6Q4P3J2LM

not attested not anchored not stored refs pending

On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Feng Zhou, Hai-Tao Zheng, Haojing Huang, Qingyu Zhou, Shirong Ma, Yangning Li, Yinghui Li, Yong Jiang

arxiv:2307.09007 v2 · 2023-07-18 · 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{IVPQDTQNBE4VRZU2G6Q4P3J2LM}

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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	2026-07-05T09:25:31.413573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

455f01ce0d093958e69a37a1c7ed3a5b2d7fee4e355cf5d363d3e09588e5c658

Aliases

arxiv: 2307.09007 · arxiv_version: 2307.09007v2 · doi: 10.48550/arxiv.2307.09007 · pith_short_12: IVPQDTQNBE4V · pith_short_16: IVPQDTQNBE4VRZU2 · pith_short_8: IVPQDTQN

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/IVPQDTQNBE4VRZU2G6Q4P3J2LM \
  | 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: 455f01ce0d093958e69a37a1c7ed3a5b2d7fee4e355cf5d363d3e09588e5c658

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6b782a6fa2504655f518f205662ddf1be5e1bb9c01f35d7605df65d28cc55ad",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-18T06:48:52Z",
    "title_canon_sha256": "5ba4ce668949ac0167d99eaa2360d48613d7c7fa5099d49e78f07962a8b9aaee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.09007",
    "kind": "arxiv",
    "version": 2
  }
}