Pith Number

pith:45NSUTS7

pith:2023:45NSUTS75WRT6WJYIBUFZWMS5E

not attested not anchored not stored refs pending

ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks

Fabrizio Gilardi, Ma\"el Kubli, Meysam Alizadeh

arxiv:2303.15056 v2 · 2023-03-27 · cs.CL · cs.CY

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{45NSUTS75WRT6WJYIBUFZWMS5E}

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

15 papers in Pith

Structure Before Collapse: Transient semantic geometry in next-token prediction

CORTEX: High-Quality Cross-Domain Organization of Web-Scale Corpora through Ontological Corpus Graph

Human Label Variation as Stable Signal: Learning Annotator-Specific Explanation Behavior via Cross-Annotator Preference Optimization

Guidelines for Empirical Studies in Software Engineering involving Large Language Models

Multilingual and Multimodal LLMs in the Wild: Building for Low-Resource Languages

Receipt and verification

First computed	2026-07-05T06:32:37.995001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e75b2a4e5feda33f593840685cd992e912b635900f829633e716cc79fba80d72

Aliases

arxiv: 2303.15056 · arxiv_version: 2303.15056v2 · doi: 10.48550/arxiv.2303.15056 · pith_short_12: 45NSUTS75WRT · pith_short_16: 45NSUTS75WRT6WJY · pith_short_8: 45NSUTS7

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/45NSUTS75WRT6WJYIBUFZWMS5E \
  | 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: e75b2a4e5feda33f593840685cd992e912b635900f829633e716cc79fba80d72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e367e6fcd5a7ea1758be9819527aac9d60ad558697e8a70b303b9f23240bec9",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-03-27T09:59:48Z",
    "title_canon_sha256": "9b6f8b476a7b541dfb67d3b0e305c154896ba1d2c4557200e2d9bc4419fac2b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.15056",
    "kind": "arxiv",
    "version": 2
  }
}