Triple

T6775618
Position Surface form Disambiguated ID Type / Status
Subject Hobart-class destroyer E155146 entity
Predicate shipInClass P3141 FINISHED
Object HMAS Sydney (DDG 42)
HMAS Sydney (DDG 42) is a Royal Australian Navy guided-missile destroyer equipped with advanced air warfare, anti-submarine, and surface strike capabilities.
 E621347 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: HMAS Sydney (DDG 42) | Statement: [Hobart-class destroyer, shipInClass, HMAS Sydney (DDG 42)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HMAS Sydney (DDG 42)
Context triple: [Hobart-class destroyer, shipInClass, HMAS Sydney (DDG 42)]
  • A. HMAS Brisbane (DDG 41)
    HMAS Brisbane (DDG 41) is a Royal Australian Navy guided missile destroyer equipped with advanced air warfare, anti-submarine, and surface strike capabilities.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. HMAS Canberra (FFG 02)
    HMAS Canberra (FFG 02) was an Adelaide-class guided missile frigate of the Royal Australian Navy that served from the early 1980s until its decommissioning in 2005.
  • 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 Sydney (DDG 42)
Triple: [Hobart-class destroyer, shipInClass, HMAS Sydney (DDG 42)]
Generated description
HMAS Sydney (DDG 42) is a Royal Australian Navy guided-missile destroyer equipped with advanced air warfare, anti-submarine, and surface strike capabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HMAS Sydney (DDG 42)
Target entity description: HMAS Sydney (DDG 42) is a Royal Australian Navy guided-missile destroyer equipped with advanced air warfare, anti-submarine, and surface strike capabilities.
  • A. HMAS Brisbane (DDG 41)
    HMAS Brisbane (DDG 41) is a Royal Australian Navy guided missile destroyer equipped with advanced air warfare, anti-submarine, and surface strike capabilities.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. HMAS Canberra (FFG 02)
    HMAS Canberra (FFG 02) was an Adelaide-class guided missile frigate of the Royal Australian Navy that served from the early 1980s until its decommissioning in 2005.
  • 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_69c68812ef7c819099369f51febb725c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d7c94bac8190ae4b236d1b04bec9 completed March 27, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723c9b1cc81908f38f203acb86002 completed March 28, 2026, 12:41 a.m.
NEDg Description generation batch_69c724d740588190a4ed1aa532ee7335 completed March 28, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69c725aedfd0819097ae603cc49ff9a8 completed March 28, 2026, 12:49 a.m.
Created at: March 27, 2026, 2:13 p.m.