Triple

T6775633
Position Surface form Disambiguated ID Type / Status
Subject Hobart-class destroyer E155146 entity
Predicate builder P3143 FINISHED
Object ASC Pty Ltd
ASC Pty Ltd is an Australian government-owned shipbuilding and submarine maintenance company best known for constructing major naval vessels for the Royal Australian Navy.
E618251 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: ASC Pty Ltd | Statement: [Hobart-class destroyer, builder, ASC Pty Ltd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ASC Pty Ltd
Context triple: [Hobart-class destroyer, builder, ASC Pty Ltd]
  • A. Awabakal Ltd
    Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
  • B. ASX Limited
    ASX Limited is the company that operates Australia’s primary securities exchange, providing listing, trading, clearing, and settlement services for financial markets.
  • C. ACS Group
    ACS Group is a major Spanish multinational construction and civil engineering company known for its global infrastructure projects and ownership of several large contractors.
  • D. Assore Limited
    Assore Limited is a South African mining and minerals company primarily involved in the extraction, processing, and marketing of iron ore, manganese, and other commodities.
  • E. Narrabeen Group
    The Narrabeen Group is a sequence of Triassic sedimentary rock formations in the Sydney Basin of eastern Australia, notable for its sandstones, shales, and significant fossil content.
  • 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: ASC Pty Ltd
Triple: [Hobart-class destroyer, builder, ASC Pty Ltd]
Generated description
ASC Pty Ltd is an Australian government-owned shipbuilding and submarine maintenance company best known for constructing major naval vessels for the Royal Australian Navy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ASC Pty Ltd
Target entity description: ASC Pty Ltd is an Australian government-owned shipbuilding and submarine maintenance company best known for constructing major naval vessels for the Royal Australian Navy.
  • A. Awabakal Ltd
    Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
  • B. ASX Limited
    ASX Limited is the company that operates Australia’s primary securities exchange, providing listing, trading, clearing, and settlement services for financial markets.
  • C. ACS Group
    ACS Group is a major Spanish multinational construction and civil engineering company known for its global infrastructure projects and ownership of several large contractors.
  • D. Assore Limited
    Assore Limited is a South African mining and minerals company primarily involved in the extraction, processing, and marketing of iron ore, manganese, and other commodities.
  • E. Narrabeen Group
    The Narrabeen Group is a sequence of Triassic sedimentary rock formations in the Sydney Basin of eastern Australia, notable for its sandstones, shales, and significant fossil content.
  • 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_69c6d24f77c88190be21cf4ef132aa31 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712cc9ff08190bb7ec0bf4cc4db01 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c71396f1f88190b3316e694424a2fe completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71466728c81909a24174a7938b43a completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:13 p.m.