Triple

T6775616
Position Surface form Disambiguated ID Type / Status
Subject Hobart-class destroyer E155146 entity
Predicate shipInClass P3141 FINISHED
Object HMAS Hobart (DDG 39)
HMAS Hobart (DDG 39) is a Royal Australian Navy guided-missile destroyer and the lead ship of Australia's Hobart-class air warfare destroyers, designed for advanced air defense, surface, and anti-submarine operations.
E618247 NE FINISHED

How this triple was built (5 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: HMAS Hobart (DDG 39) | Statement: [Hobart-class destroyer, shipInClass, HMAS Hobart (DDG 39)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HMAS Hobart (DDG 39)
Context triple: [Hobart-class destroyer, shipInClass, HMAS Hobart (DDG 39)]
  • A. USS Turner Joy (DD-951)
    USS Turner Joy (DD-951) was a Forrest Sherman-class destroyer of the United States Navy best known for its controversial role in the events that escalated U.S. involvement in the Vietnam War.
  • B. DDG-67
    DDG-67 is the hull number of USS Cole, a U.S. Navy Arleigh Burke-class guided-missile destroyer famously damaged in the 2000 terrorist bombing in Yemen.
  • C. USS Kidd
    USS Kidd is a preserved World War II-era Fletcher-class destroyer now serving as a museum ship and war memorial.
  • D. 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.
  • E. HMAS Perth (D29)
    HMAS Perth (D29) was a Royal Australian Navy modified Leander-class light cruiser that served with distinction in World War II before being lost in action against Japanese forces in 1942.
  • 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: HMAS Hobart (DDG 39)
Triple: [Hobart-class destroyer, shipInClass, HMAS Hobart (DDG 39)]
Generated description
HMAS Hobart (DDG 39) is a Royal Australian Navy guided-missile destroyer and the lead ship of Australia's Hobart-class air warfare destroyers, designed for advanced air defense, surface, and anti-submarine operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HMAS Hobart (DDG 39)
Target entity description: HMAS Hobart (DDG 39) is a Royal Australian Navy guided-missile destroyer and the lead ship of Australia's Hobart-class air warfare destroyers, designed for advanced air defense, surface, and anti-submarine operations.
  • A. USS Turner Joy (DD-951)
    USS Turner Joy (DD-951) was a Forrest Sherman-class destroyer of the United States Navy best known for its controversial role in the events that escalated U.S. involvement in the Vietnam War.
  • B. DDG-67
    DDG-67 is the hull number of USS Cole, a U.S. Navy Arleigh Burke-class guided-missile destroyer famously damaged in the 2000 terrorist bombing in Yemen.
  • C. USS Kidd
    USS Kidd is a preserved World War II-era Fletcher-class destroyer now serving as a museum ship and war memorial.
  • D. 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.
  • E. HMAS Perth (D29)
    HMAS Perth (D29) was a Royal Australian Navy modified Leander-class light cruiser that served with distinction in World War II before being lost in action against Japanese forces in 1942.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: shipInClass
Context triple: [Hobart-class destroyer, shipInClass, HMAS Hobart (DDG 39)]
  • A. shipClass chosen
    Indicates the classification or type category to which a particular ship belongs.
  • B. shipsWith
    Indicates that one entity is delivered, packaged, or provided together with another entity as part of the same shipment or bundle.
  • C. shipUsed
    Indicates that a particular ship was employed or utilized in carrying out an event, activity, or operation.
  • D. hasShipRole
    Indicates that an entity holds or is assigned a specific role or function on a ship.
  • E. shipRate
    Indicates the cost or pricing applied to shipping goods or items between parties.
  • F. None of above.

Provenance (6 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_69c68812ef7c819099369f51febb725c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d24f77c88190be21cf4ef132aa31 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712cc9ff08190bb7ec0bf4cc4db01 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c71396f1f88190b3316e694424a2fe completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71466728c81909a24174a7938b43a completed March 27, 2026, 11:36 p.m.
PD Predicate disambiguation batch_69c6d094105881909c5806eb4afa6306 completed March 27, 2026, 6:46 p.m.
Created at: March 27, 2026, 2:13 p.m.