Pith Number

pith:IDQGBKIH

pith:2023:IDQGBKIHBKTVD27V3FIVAMSMBZ

not attested not anchored not stored refs pending

A Categorical Archive of ChatGPT Failures

Ali Borji

arxiv:2302.03494 v8 · 2023-02-06 · cs.CL · cs.AI · 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{IDQGBKIHBKTVD27V3FIVAMSMBZ}

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

9 papers in Pith

Creating and Evaluating K-12 GenAI Assessment Graders Through Context Engineering

Consistency Training while Mitigating Obfuscation via Rate Matching

How Secure is Code Generated by ChatGPT?

Enhancing Instructional Quality: Leveraging Computer-Assisted Textual Analysis to Generate In-Depth Insights from Educational Artifacts

Assessing, Exploiting, and Mitigating Syntactic Robustness Failures in LLM-Based Code Generation

Receipt and verification

First computed	2026-07-05T05:57:35.915449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40e060a9070aa751ebf5d95150324c0e63b501dd2d6c69c044e686700dd8efaa

Aliases

arxiv: 2302.03494 · arxiv_version: 2302.03494v8 · doi: 10.48550/arxiv.2302.03494 · pith_short_12: IDQGBKIHBKTV · pith_short_16: IDQGBKIHBKTVD27V · pith_short_8: IDQGBKIH

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/IDQGBKIHBKTVD27V3FIVAMSMBZ \
  | 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: 40e060a9070aa751ebf5d95150324c0e63b501dd2d6c69c044e686700dd8efaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44dbb1154d2d01adc57a14ac57fd6a9c07674961d2b6de34d8f414667fb035b0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-06T04:21:59Z",
    "title_canon_sha256": "6f78233567cb85f9a139e4a01282eeb5f63165e466e8c5f7c84b4fa8f49342ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.03494",
    "kind": "arxiv",
    "version": 8
  }
}