Pith Number

pith:NNQSXGNF

pith:2024:NNQSXGNFQPO5WZGAPSJDYVFIRZ

not attested not anchored not stored refs pending

Evaluating Source Code Quality with Large Language Models: a comparative study

Elaine Venson, Igor Regis da Silva Sim\~oes

arxiv:2408.07082 v2 · 2024-08-07 · 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{NNQSXGNFQPO5WZGAPSJDYVFIRZ}

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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

Precision or Peril: A PoC of Python Code Quality from Quantized Large Language Models

Receipt and verification

First computed	2026-07-05T09:15:59.059554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b612b99a583dddb64c07c923c54a88e709a8793ea5a6566db4cace02cc85243

Aliases

arxiv: 2408.07082 · arxiv_version: 2408.07082v2 · doi: 10.48550/arxiv.2408.07082 · pith_short_12: NNQSXGNFQPO5 · pith_short_16: NNQSXGNFQPO5WZGA · pith_short_8: NNQSXGNF

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/NNQSXGNFQPO5WZGAPSJDYVFIRZ \
  | 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: 6b612b99a583dddb64c07c923c54a88e709a8793ea5a6566db4cace02cc85243

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcff93f6c051b2dc9763a68867c579f9315284ffcf0a1b26712d2010855e62a3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-08-07T18:44:46Z",
    "title_canon_sha256": "5e17911cf250b1f80150c4a26126b7f88fb8dc5e15ec55a20fb0e3e51f763fc0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.07082",
    "kind": "arxiv",
    "version": 2
  }
}