Triple

T20817299
Position Surface form Disambiguated ID Type / Status
Subject Álvaro de Bazán-class frigates E512475 entity
Predicate hasNATODesignation P18385 FINISHED
Object F100 class
The F100 class is a Spanish Navy series of advanced air-defense frigates equipped with the Aegis combat system and designed for multi-role operations within NATO fleets.
E1453127 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: F100 class | Statement: [Álvaro de Bazán-class frigates, hasNATODesignation, F100 class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: F100 class
Context triple: [Álvaro de Bazán-class frigates, hasNATODesignation, F100 class]
  • A. Harry DeWolf-class
    The Harry DeWolf-class is a series of Canadian Arctic and Offshore Patrol Ships designed for sovereignty operations, surveillance, and support in northern and coastal waters.
  • B. Bagley class
    The Bagley class was a group of U.S. Navy destroyers built in the late 1930s that saw extensive service during World War II, particularly in the Pacific Theater.
  • C. John C. Butler-class
    The John C. Butler-class was a World War II–era class of U.S. Navy destroyer escorts designed primarily for anti-submarine warfare and convoy protection.
  • D. Trident jet
    The Trident jet is a British-designed tri-jet airliner, formally known as the Hawker Siddeley Trident, that was widely used in the 1960s and 1970s for short- to medium-haul commercial flights.
  • E. Vanguard class
    The Vanguard class is a series of British nuclear-powered ballistic missile submarines that form the seaborne leg of the United Kingdom’s strategic nuclear deterrent.
  • 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: F100 class
Triple: [Álvaro de Bazán-class frigates, hasNATODesignation, F100 class]
Generated description
The F100 class is a Spanish Navy series of advanced air-defense frigates equipped with the Aegis combat system and designed for multi-role operations within NATO fleets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: F100 class
Target entity description: The F100 class is a Spanish Navy series of advanced air-defense frigates equipped with the Aegis combat system and designed for multi-role operations within NATO fleets.
  • A. Harry DeWolf-class
    The Harry DeWolf-class is a series of Canadian Arctic and Offshore Patrol Ships designed for sovereignty operations, surveillance, and support in northern and coastal waters.
  • B. Bagley class
    The Bagley class was a group of U.S. Navy destroyers built in the late 1930s that saw extensive service during World War II, particularly in the Pacific Theater.
  • C. John C. Butler-class
    The John C. Butler-class was a World War II–era class of U.S. Navy destroyer escorts designed primarily for anti-submarine warfare and convoy protection.
  • D. Trident jet
    The Trident jet is a British-designed tri-jet airliner, formally known as the Hawker Siddeley Trident, that was widely used in the 1960s and 1970s for short- to medium-haul commercial flights.
  • E. Vanguard class
    The Vanguard class is a series of British nuclear-powered ballistic missile submarines that form the seaborne leg of the United Kingdom’s strategic nuclear deterrent.
  • 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_69e0b4cd25088190b48ca9700cd24efc completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2f429388190809dd532278fe310 completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090074036081908b02a3553181c77c completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a090390e6a0819092dbae50a5845961 completed May 16, 2026, 11:53 p.m.
NED2 Entity disambiguation (via description) batch_6a090402f0708190910174b850dc779a completed May 16, 2026, 11:55 p.m.
Created at: April 16, 2026, 12:41 p.m.