Pith Number

pith:GKGXIX4T

pith:2024:GKGXIX4TUFQYYVC4PYWN5L35IU

not attested not anchored not stored refs pending

Using Large Language Models for Natural Language Processing Tasks in Requirements Engineering: A Systematic Guideline

Andreas Vogelsang, Jannik Fischbach

arxiv:2402.13823 v3 · 2024-02-21 · cs.SE

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

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\usepackage{pith}
\pithnumber{GKGXIX4TUFQYYVC4PYWN5L35IU}

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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

2 papers in Pith

BT-APE: A Computationally Light Backtracking Approach to Automatic Prompt Engineering for Requirements Classification

LLM-Driven Cost-Effective Requirements Change Impact Analysis

Receipt and verification

First computed	2026-07-05T08:19:23.317586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

328d745f93a1618c545c7e2cdeaf7d45273b7c3a145af47b3ee7b7da26aa16c8

Aliases

arxiv: 2402.13823 · arxiv_version: 2402.13823v3 · doi: 10.48550/arxiv.2402.13823 · pith_short_12: GKGXIX4TUFQY · pith_short_16: GKGXIX4TUFQYYVC4 · pith_short_8: GKGXIX4T

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/GKGXIX4TUFQYYVC4PYWN5L35IU \
  | 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: 328d745f93a1618c545c7e2cdeaf7d45273b7c3a145af47b3ee7b7da26aa16c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd9261313760d7739b335aa146f9f3e962fdac010f18be4d1628949966a45253",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-21T14:00:52Z",
    "title_canon_sha256": "a4e96361659ed1664f2c69db9923fa126c5d3e3796315fe65343c9dfc8c17658"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.13823",
    "kind": "arxiv",
    "version": 3
  }
}