Pith Number

pith:AQP56QZP

pith:2023:AQP56QZPY2AZQWPOLS53Q72FJW

not attested not anchored not stored refs pending

Which AI Technique Is Better to Classify Requirements? An Experiment with SVM, LSTM, and ChatGPT

Abdelkarim El-Hajjami, Camille Salinesi, Nicolas Fafin

arxiv:2311.11547 v2 · 2023-11-20 · cs.AI · 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{AQP56QZPY2AZQWPOLS53Q72FJW}

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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

Synthline: A Product Line Approach for Synthetic Requirements Engineering Data Generation using Large Language Models

Receipt and verification

First computed	2026-07-05T08:08:19.259135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

041fdf432fc6819859ee5cbbb87f454da84448de01c371e6442e224554dde907

Aliases

arxiv: 2311.11547 · arxiv_version: 2311.11547v2 · doi: 10.48550/arxiv.2311.11547 · pith_short_12: AQP56QZPY2AZ · pith_short_16: AQP56QZPY2AZQWPO · pith_short_8: AQP56QZP

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/AQP56QZPY2AZQWPOLS53Q72FJW \
  | 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: 041fdf432fc6819859ee5cbbb87f454da84448de01c371e6442e224554dde907

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e96d544fdb16df9aa1f1b043e038e8b6236b868c4093197401db7619f5a7a980",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-11-20T05:55:05Z",
    "title_canon_sha256": "2f25cc612616c662762790697170b93b8dc9626136c00d5ff65e3fea3b055301"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.11547",
    "kind": "arxiv",
    "version": 2
  }
}