Triple

T7228767
Position Surface form Disambiguated ID Type / Status
Subject Arafura-class offshore patrol vessel E154849 entity
Predicate replaces P101 FINISHED
Object Huon-class minehunter coastal (in some roles)
The Huon-class minehunter coastal is a class of Royal Australian Navy vessels designed primarily for coastal minehunting and clearance operations using advanced sonar and remotely operated vehicles.
E81505 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: Huon-class minehunter coastal (in some roles) | Statement: [Arafura-class offshore patrol vessel, replaces, Huon-class minehunter coastal (in some roles)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huon-class minehunter coastal (in some roles)
Context triple: [Arafura-class offshore patrol vessel, replaces, Huon-class minehunter coastal (in some roles)]
  • A. 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.
  • B. Buyan-class corvette
    The Buyan-class corvette is a class of small, Russian Navy missile-armed warships designed for littoral operations and capable of launching long-range cruise missiles.
  • C. Tarantul-class corvette
    The Tarantul-class corvette is a Soviet-designed small missile ship known for its high-speed, anti-ship missile capabilities and widespread service in various navies.
  • D. Ranger class
    The Ranger class was a group of early U.S. Navy aircraft carriers that helped pioneer carrier design and operations before World War II.
  • E. 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.
  • 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: Huon-class minehunter coastal (in some roles)
Triple: [Arafura-class offshore patrol vessel, replaces, Huon-class minehunter coastal (in some roles)]
Generated description
The Huon-class minehunter coastal is a class of Royal Australian Navy vessels designed primarily for coastal minehunting and clearance operations using advanced sonar and remotely operated vehicles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huon-class minehunter coastal (in some roles)
Target entity description: The Huon-class minehunter coastal is a class of Royal Australian Navy vessels designed primarily for coastal minehunting and clearance operations using advanced sonar and remotely operated vehicles.
  • A. 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.
  • B. Buyan-class corvette
    The Buyan-class corvette is a class of small, Russian Navy missile-armed warships designed for littoral operations and capable of launching long-range cruise missiles.
  • C. Tarantul-class corvette
    The Tarantul-class corvette is a Soviet-designed small missile ship known for its high-speed, anti-ship missile capabilities and widespread service in various navies.
  • D. Ranger class
    The Ranger class was a group of early U.S. Navy aircraft carriers that helped pioneer carrier design and operations before World War II.
  • E. Kingston-class coastal defence vessel chosen
    The Kingston-class coastal defence vessel is a class of Canadian naval ships designed primarily for coastal surveillance, minesweeping, and patrol duties.
  • F. None of above.

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.