Triple

T6839922
Position Surface form Disambiguated ID Type / Status
Subject Anzac-class frigate E157543 entity
Predicate navalClassOf P3141 FINISHED
Object HMAS Arunta (FFH 151)
HMAS Arunta (FFH 151) is a Royal Australian Navy warship commissioned in the late 1990s, designed for anti-air, anti-surface, and anti-submarine warfare and named after the Arrernte (Arunta) Aboriginal people.
 E629936 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 Arunta (FFH 151) | Statement: [Anzac-class frigate, navalClassOf, HMAS Arunta (FFH 151)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HMAS Arunta (FFH 151)
Context triple: [Anzac-class frigate, navalClassOf, HMAS Arunta (FFH 151)]
  • 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 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.
  • C. HMAS Penguin
    HMAS Penguin is a Royal Australian Navy shore establishment and training base located in Sydney, New South Wales.
  • D. HMAS Creswell
    HMAS Creswell is a major Royal Australian Navy training establishment that serves as the primary officer training college.
  • E. HMAS Stirling
    HMAS Stirling is the Royal Australian Navy’s primary fleet base in Western Australia, supporting major naval operations in the Indian Ocean region.
  • 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 Arunta (FFH 151)
Triple: [Anzac-class frigate, navalClassOf, HMAS Arunta (FFH 151)]
Generated description
HMAS Arunta (FFH 151) is a Royal Australian Navy warship commissioned in the late 1990s, designed for anti-air, anti-surface, and anti-submarine warfare and named after the Arrernte (Arunta) Aboriginal people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HMAS Arunta (FFH 151)
Target entity description: HMAS Arunta (FFH 151) is a Royal Australian Navy warship commissioned in the late 1990s, designed for anti-air, anti-surface, and anti-submarine warfare and named after the Arrernte (Arunta) Aboriginal people.
  • 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 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.
  • C. HMAS Penguin
    HMAS Penguin is a Royal Australian Navy shore establishment and training base located in Sydney, New South Wales.
  • D. HMAS Creswell
    HMAS Creswell is a major Royal Australian Navy training establishment that serves as the primary officer training college.
  • E. HMAS Stirling
    HMAS Stirling is the Royal Australian Navy’s primary fleet base in Western Australia, supporting major naval operations in the Indian Ocean region.
  • 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_69c6882c53608190b99aebef079b23bd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d7ca96008190ba79563c2a9a9b0e completed March 27, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c75115c74c81909b02e4c49a98663c completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c7537223688190917d02f6dfb1c0f1 completed March 28, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69c753d3721c8190b68e0d84cc82adac completed March 28, 2026, 4:06 a.m.
Created at: March 27, 2026, 2:19 p.m.