Pith Number

pith:QA3WQKMR

pith:2024:QA3WQKMR3YF4N7736C7QR24VFH

not attested not anchored not stored refs pending

Evaluating ChatGPT-3.5 Efficiency in Solving Coding Problems of Different Complexity Levels: An Empirical Analysis

Bhaskar Krishnamachari, Minda Li

arxiv:2411.07529 v1 · 2024-11-12 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QA3WQKMR3YF4N7736C7QR24VFH}

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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.

Cited by

1 paper in Pith

Empowering AI to Generate Better AI Code: Guided Generation of Deep Learning Projects with LLMs

Receipt and verification

First computed	2026-07-05T09:34:25.094761Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8037682991de0bc6fffbf0bf08eb9529d263cdc5035a124697aa78ba1e72f9db

Aliases

arxiv: 2411.07529 · arxiv_version: 2411.07529v1 · doi: 10.48550/arxiv.2411.07529 · pith_short_12: QA3WQKMR3YF4 · pith_short_16: QA3WQKMR3YF4N773 · pith_short_8: QA3WQKMR

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/QA3WQKMR3YF4N7736C7QR24VFH \
  | 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: 8037682991de0bc6fffbf0bf08eb9529d263cdc5035a124697aa78ba1e72f9db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "898c684512ec0a44b7f2ac1f7591af76817fdf7a53ef95aa53682b1ff9bc3856",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-11-12T04:01:09Z",
    "title_canon_sha256": "739c8747d6e7436c2031a275152cf4fb61df906c8ec8ef69593097e9b93539b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.07529",
    "kind": "arxiv",
    "version": 1
  }
}