Triple

T7228765
Position Surface form Disambiguated ID Type / Status
Subject Arafura-class offshore patrol vessel E154849 entity
Predicate replaces P101 FINISHED
Object Armidale-class patrol boat
The Armidale-class patrol boat is a class of Royal Australian Navy coastal patrol vessels designed primarily for border protection, fisheries patrol, and maritime security operations around Australia’s northern waters.
E650971 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Armidale-class patrol boat | Statement: [Arafura-class offshore patrol vessel, replaces, Armidale-class patrol boat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armidale-class patrol boat
Context triple: [Arafura-class offshore patrol vessel, replaces, Armidale-class patrol boat]
  • A. Arafura-class offshore patrol vessel
    The Arafura-class offshore patrol vessel is a modern class of Australian-built warships designed for maritime patrol, border protection, and constabulary duties in the country’s northern and regional waters.
  • B. Kingston-class coastal defence vessel
    The Kingston-class coastal defence vessel is a class of Canadian naval ships designed primarily for coastal surveillance, minesweeping, and patrol duties.
  • C. Kamorta-class corvette
    The Kamorta-class corvette is a class of Indian-built anti-submarine warfare stealth corvettes designed for coastal and blue-water operations.
  • D. Alcaraz-class offshore patrol vessel
    The Alcaraz-class offshore patrol vessel is a class of modern patrol ships used by the Philippine Navy for maritime security, territorial defense, and law enforcement operations in Philippine waters.
  • E. Hobart-class destroyer
    The Hobart-class destroyer is a class of advanced air warfare destroyers built for Australia, equipped with the Aegis combat system to provide fleet area air defense and multi-mission capabilities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Armidale-class patrol boat
Triple: [Arafura-class offshore patrol vessel, replaces, Armidale-class patrol boat]
Generated description
The Armidale-class patrol boat is a class of Royal Australian Navy coastal patrol vessels designed primarily for border protection, fisheries patrol, and maritime security operations around Australia’s northern waters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armidale-class patrol boat
Target entity description: The Armidale-class patrol boat is a class of Royal Australian Navy coastal patrol vessels designed primarily for border protection, fisheries patrol, and maritime security operations around Australia’s northern waters.
  • A. Arafura-class offshore patrol vessel
    The Arafura-class offshore patrol vessel is a modern class of Australian-built warships designed for maritime patrol, border protection, and constabulary duties in the country’s northern and regional waters.
  • B. Kingston-class coastal defence vessel
    The Kingston-class coastal defence vessel is a class of Canadian naval ships designed primarily for coastal surveillance, minesweeping, and patrol duties.
  • C. Kamorta-class corvette
    The Kamorta-class corvette is a class of Indian-built anti-submarine warfare stealth corvettes designed for coastal and blue-water operations.
  • D. Alcaraz-class offshore patrol vessel
    The Alcaraz-class offshore patrol vessel is a class of modern patrol ships used by the Philippine Navy for maritime security, territorial defense, and law enforcement operations in Philippine waters.
  • E. Hobart-class destroyer
    The Hobart-class destroyer is a class of advanced air warfare destroyers built for Australia, equipped with the Aegis combat system to provide fleet area air defense and multi-mission capabilities.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6e9e0ba248190a57a3b4fa8b858c7 completed March 27, 2026, 8:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc1cdfb88190934387e44531b732 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cdb372c481908a09df2107ada8c3 completed March 28, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_69c7cebb70c881908e851556b678342a completed March 28, 2026, 12:51 p.m.
Created at: March 27, 2026, 2:54 p.m.