Pith Number

pith:CZZAKIBI

pith:2024:CZZAKIBIMA366NOB765VNSSRPP

not attested not anchored not stored refs pending

From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Birgitta K\"onig-Ries, Sheeba Samuel, Vamsi Krishna Kommineni

arxiv:2403.08345 v1 · 2024-03-13 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CZZAKIBIMA366NOB765VNSSRPP}

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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

7 papers in Pith

Ontology-Guided Evidence Path Inference for Multi-hop Knowledge Graph Question Answering

Supporting System Testing with a Multi-Agent LLM-based Framework for Knowledge Graph Extraction: A Case Study with Ethernet Switch Systems

Bridging Dual Knowledge Graphs for Multi-Hop Question Answering in Construction Safety

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction

Automatic Ontology Construction Using LLMs as an External Layer of Memory, Verification, and Planning for Hybrid Intelligent Systems

Receipt and verification

First computed	2026-07-05T07:55:37.662489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16720520286037ef35c1ffbb56ca517bc32323a316b84cea375e671557e6cfd1

Aliases

arxiv: 2403.08345 · arxiv_version: 2403.08345v1 · doi: 10.48550/arxiv.2403.08345 · pith_short_12: CZZAKIBIMA36 · pith_short_16: CZZAKIBIMA366NOB · pith_short_8: CZZAKIBI

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/CZZAKIBIMA366NOB765VNSSRPP \
  | 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: 16720520286037ef35c1ffbb56ca517bc32323a316b84cea375e671557e6cfd1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d30c8de838e3d6d844eeb59b8c351a54424e3d806865baaf6d28f75c19adbade",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-13T08:50:15Z",
    "title_canon_sha256": "bbd64a202bf8cb48e671555933c37feb99191981bd261840ecd25abe97523283"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.08345",
    "kind": "arxiv",
    "version": 1
  }
}