Pith Number

pith:JLS5L5VN

pith:2026:JLS5L5VNNTTFIZWHKI2KXHQEIK

not attested not anchored not stored refs pending

How Well Do LLMs Generate Taxonomies in the SE Domain? A Multi-perspective Evaluation Framework

Masanari Kondo, Sota Nakashima, Tao Xiao, Yasutaka Kamei, Yuta Ishimoto

arxiv:2608.01592 v1 · 2026-08-03 · 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{JLS5L5VNNTTFIZWHKI2KXHQEIK}

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.

Receipt and verification

First computed	2026-08-04T02:06:05.518748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ae5d5f6ad6ce65466c75234ab9e0442a626a1fe3a983dd9ea61a0732da8b44c

Aliases

arxiv: 2608.01592 · arxiv_version: 2608.01592v1 · doi: 10.48550/arxiv.2608.01592 · pith_short_12: JLS5L5VNNTTF · pith_short_16: JLS5L5VNNTTFIZWH · pith_short_8: JLS5L5VN

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/JLS5L5VNNTTFIZWHKI2KXHQEIK \
  | 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: 4ae5d5f6ad6ce65466c75234ab9e0442a626a1fe3a983dd9ea61a0732da8b44c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a86d4ccdbcc335bfb989098a1e277f030f19aeb813d361a7c9510bc6ccacd14e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-08-03T01:56:08Z",
    "title_canon_sha256": "cbce819e7f3c91cdf2f246b8f0953a4a481b615f4ae2da356bc991dffa2eb4be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.01592",
    "kind": "arxiv",
    "version": 1
  }
}