Triple

T7228993
Position Surface form Disambiguated ID Type / Status
Subject Fleet Base East E154854 entity
Predicate homePortOf P3150 FINISHED
Object Royal Australian Navy frigates
Royal Australian Navy frigates are major surface combatant warships that provide Australia with key capabilities in anti-submarine, anti-air, and anti-surface warfare as part of its maritime defense force.
E157543 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: Royal Australian Navy frigates | Statement: [Fleet Base East, homePortOf, Royal Australian Navy frigates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royal Australian Navy frigates
Context triple: [Fleet Base East, homePortOf, Royal Australian Navy frigates]
  • A. Anzac-class frigate
    The Anzac-class frigate is a class of modern, multi-role warships designed for anti-air, anti-surface, and anti-submarine operations, primarily serving the Royal Australian Navy and Royal New Zealand Navy.
  • B. Type 23 frigates
    Type 23 frigates are a class of Royal Navy warships designed primarily for anti-submarine warfare, also used in general-purpose roles such as escort duties and maritime security operations.
  • C. Type 26 frigate
    The Type 26 frigate is a class of advanced, multi-mission Royal Navy warships designed primarily for anti-submarine warfare and global combat operations.
  • 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 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: Royal Australian Navy frigates
Triple: [Fleet Base East, homePortOf, Royal Australian Navy frigates]
Generated description
Royal Australian Navy frigates are major surface combatant warships that provide Australia with key capabilities in anti-submarine, anti-air, and anti-surface warfare as part of its maritime defense force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royal Australian Navy frigates
Target entity description: Royal Australian Navy frigates are major surface combatant warships that provide Australia with key capabilities in anti-submarine, anti-air, and anti-surface warfare as part of its maritime defense force.
  • A. Anzac-class frigate chosen
    The Anzac-class frigate is a class of modern, multi-role warships designed for anti-air, anti-surface, and anti-submarine operations, primarily serving the Royal Australian Navy and Royal New Zealand Navy.
  • B. Type 23 frigates
    Type 23 frigates are a class of Royal Navy warships designed primarily for anti-submarine warfare, also used in general-purpose roles such as escort duties and maritime security operations.
  • C. Type 26 frigate
    The Type 26 frigate is a class of advanced, multi-mission Royal Navy warships designed primarily for anti-submarine warfare and global combat operations.
  • 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 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.

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.