Pith Number

pith:7YWEFR2Q

pith:2023:7YWEFR2QFOYY27GSWLTPA2T3GB

not attested not anchored not stored refs pending

Chatbots As Fluent Polyglots: Revisiting Breakthrough Code Snippets

David Noever, Kevin Williams

arxiv:2301.03373 v1 · 2023-01-05 · cs.LG · cs.CL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7YWEFR2QFOYY27GSWLTPA2T3GB}

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

CODECLEANER: Elevating Standards with A Robust Data Contamination Mitigation Toolkit

Receipt and verification

First computed	2026-07-05T05:31:28.816102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe2c42c7502bb18d7cd2b2e6f06a7b30782ea69e9eed6eac50e1d146bfe664ba

Aliases

arxiv: 2301.03373 · arxiv_version: 2301.03373v1 · doi: 10.48550/arxiv.2301.03373 · pith_short_12: 7YWEFR2QFOYY · pith_short_16: 7YWEFR2QFOYY27GS · pith_short_8: 7YWEFR2Q

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/7YWEFR2QFOYY27GSWLTPA2T3GB \
  | 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: fe2c42c7502bb18d7cd2b2e6f06a7b30782ea69e9eed6eac50e1d146bfe664ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c69e8f9588561bc5c6bb1f80c2a9fff3b1fb0a6ea7052032520b692b3e4fbf89",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-05T23:17:17Z",
    "title_canon_sha256": "4c47a80dbb43d99aed792b1200bc8894216224013aa9df1dbc76ad5c4b0b1a19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.03373",
    "kind": "arxiv",
    "version": 1
  }
}