Pith Number

pith:DOMTJ55U

pith:2023:DOMTJ55UQ4TZNKK2TFGRIOC5HX

not attested not anchored not stored refs pending

LLMs4OL: Large Language Models for Ontology Learning

Hamed Babaei Giglou, Jennifer D'Souza, S\"oren Auer

arxiv:2307.16648 v2 · 2023-07-31 · cs.AI · cs.CL · cs.IT · cs.LG · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DOMTJ55UQ4TZNKK2TFGRIOC5HX}

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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

Heterogeneous LLM Methods for Ontology Learning (Few-Shot Prompting, Ensemble Typing, and Attention-Based Taxonomies)

Receipt and verification

First computed	2026-07-05T06:36:55.711598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b9934f7b4872796a95a994d14385d3de015c5c10d83ed11331a6b087fa0d5bf

Aliases

arxiv: 2307.16648 · arxiv_version: 2307.16648v2 · doi: 10.48550/arxiv.2307.16648 · pith_short_12: DOMTJ55UQ4TZ · pith_short_16: DOMTJ55UQ4TZNKK2 · pith_short_8: DOMTJ55U

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/DOMTJ55UQ4TZNKK2TFGRIOC5HX \
  | 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: 1b9934f7b4872796a95a994d14385d3de015c5c10d83ed11331a6b087fa0d5bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6644884938aacf38da58f3bf66e8c113e6f2702756c220657a2190bdda57b5f7",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.IT",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-07-31T13:27:21Z",
    "title_canon_sha256": "904ddee8c6c406f3136969b6f249e95a2c07ccaaac8ad69340593c7a148b4895"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.16648",
    "kind": "arxiv",
    "version": 2
  }
}