Triple

T7228714
Position Surface form Disambiguated ID Type / Status
Subject Collins-class submarine E154848 entity
Predicate firstOfClass P5008 FINISHED
Object HMAS Collins
HMAS Collins is an Australian Navy diesel-electric attack submarine that serves as the lead vessel of the Collins-class fleet.
E660861 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 Collins | Statement: [Collins-class submarine, firstOfClass, HMAS Collins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HMAS Collins
Context triple: [Collins-class submarine, firstOfClass, HMAS Collins]
  • A. HMAS Kuttabul
    HMAS Kuttabul is a major Royal Australian Navy shore establishment and naval base located at Garden Island in Sydney, serving as a key administrative and support hub for the fleet.
  • B. HMAS Sydney
    HMAS Sydney was a renowned Royal Australian Navy light cruiser of World War II, best known for its combat successes in the Mediterranean and its later loss with all hands after an engagement with the German raider Kormoran.
  • C. HMAS Anzac
    HMAS Anzac is a Royal Australian Navy warship that serves as the lead vessel of the Anzac-class frigates, designed for multi-role maritime operations including air defense, surface warfare, and anti-submarine warfare.
  • D. HMAS Australia
    HMAS Australia was a Royal Australian Navy heavy cruiser that saw extensive combat service in the Pacific during World War II, including major operations alongside the British Pacific Fleet.
  • E. HMAS Penguin
    HMAS Penguin is a Royal Australian Navy shore establishment and training base located in Sydney, New South Wales.
  • 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 Collins
Triple: [Collins-class submarine, firstOfClass, HMAS Collins]
Generated description
HMAS Collins is an Australian Navy diesel-electric attack submarine that serves as the lead vessel of the Collins-class fleet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HMAS Collins
Target entity description: HMAS Collins is an Australian Navy diesel-electric attack submarine that serves as the lead vessel of the Collins-class fleet.
  • A. HMAS Kuttabul
    HMAS Kuttabul is a major Royal Australian Navy shore establishment and naval base located at Garden Island in Sydney, serving as a key administrative and support hub for the fleet.
  • B. HMAS Sydney
    HMAS Sydney was a renowned Royal Australian Navy light cruiser of World War II, best known for its combat successes in the Mediterranean and its later loss with all hands after an engagement with the German raider Kormoran.
  • C. HMAS Anzac
    HMAS Anzac is a Royal Australian Navy warship that serves as the lead vessel of the Anzac-class frigates, designed for multi-role maritime operations including air defense, surface warfare, and anti-submarine warfare.
  • D. HMAS Australia
    HMAS Australia was a Royal Australian Navy heavy cruiser that saw extensive combat service in the Pacific during World War II, including major operations alongside the British Pacific Fleet.
  • E. HMAS Penguin
    HMAS Penguin is a Royal Australian Navy shore establishment and training base located in Sydney, New South Wales.
  • 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_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_69c802a61718819088cc2d37818af4ca completed March 28, 2026, 4:32 p.m.
NEDg Description generation batch_69c803707cec8190bb474c959ef93d48 completed March 28, 2026, 4:36 p.m.
NED2 Entity disambiguation (via description) batch_69c803ed9ec4819090a9481954060769 completed March 28, 2026, 4:38 p.m.
Created at: March 27, 2026, 2:54 p.m.