Triple

T1352859
Position Surface form Disambiguated ID Type / Status
Subject Royal Australian Navy E28920 entity
Predicate operatesVesselClass P11945 FINISHED
Object 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.
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: Anzac-class frigate | Statement: [Royal Australian Navy, operatesVesselClass, Anzac-class frigate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anzac-class frigate
Context triple: [Royal Australian Navy, operatesVesselClass, Anzac-class frigate]
  • A. 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.
  • B. Canberra-class landing helicopter dock
    The Canberra-class landing helicopter dock is a class of large amphibious assault ships that serve as the Royal Australian Navy’s primary helicopter carriers and expeditionary warfare platforms.
  • 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. Halifax-class frigate
    The Halifax-class frigate is a class of Canadian multi-role warships designed primarily for anti-submarine and general-purpose naval operations.
  • E. Hancock-class frigate
    The Hancock-class frigate was a class of late 18th-century sailing warships of the Continental Navy, designed as relatively large, fast, and heavily armed frigates for use during the American Revolutionary War.
  • 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: Anzac-class frigate
Triple: [Royal Australian Navy, operatesVesselClass, Anzac-class frigate]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anzac-class frigate
Target entity description: 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.
  • A. 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.
  • B. Canberra-class landing helicopter dock
    The Canberra-class landing helicopter dock is a class of large amphibious assault ships that serve as the Royal Australian Navy’s primary helicopter carriers and expeditionary warfare platforms.
  • 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. Halifax-class frigate
    The Halifax-class frigate is a class of Canadian multi-role warships designed primarily for anti-submarine and general-purpose naval operations.
  • E. Hancock-class frigate
    The Hancock-class frigate was a class of late 18th-century sailing warships of the Continental Navy, designed as relatively large, fast, and heavily armed frigates for use during the American Revolutionary War.
  • 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c48e6534819090d23f3cc25093ae completed March 1, 2026, 10:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd47917d88190a13d7705f09c0b58 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd5314ac08190abf0ed287689dc5f completed March 8, 2026, 1:47 a.m.
NED2 Entity disambiguation (via description) batch_69acd59842f08190976724ad981de3d8 completed March 8, 2026, 1:49 a.m.
Created at: March 1, 2026, 7:56 p.m.