Triple

T4232003
Position Surface form Disambiguated ID Type / Status
Subject F88 Austeyr E94600 entity
Predicate formerManufacturer P25149 FINISHED
Object Australian Defence Industries
Australian Defence Industries was a major Australian government-owned defense contractor responsible for manufacturing and supplying military equipment and munitions before its privatization and integration into larger defense firms.
E421755 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: Australian Defence Industries | Statement: [F88 Austeyr, formerManufacturer, Australian Defence Industries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian Defence Industries
Context triple: [F88 Austeyr, formerManufacturer, Australian Defence Industries]
  • A. Defence Science and Technology Group
    The Defence Science and Technology Group is the Australian Government’s lead agency for applying science and technology to enhance the nation’s defence and national security capabilities.
  • B. Australian Defence Force
    The Australian Defence Force is the unified military organization responsible for defending Australia, comprising the Royal Australian Navy, Australian Army, and Royal Australian Air Force under a single command structure.
  • C. NATO defense industries
    NATO defense industries comprise the network of defense contractors and manufacturers within NATO member states that develop and produce military equipment, technologies, and services to support the alliance’s collective security and defense objectives.
  • D. United Kingdom defence industrial base
    The United Kingdom defence industrial base is the network of domestic companies, facilities, and technologies that design, produce, and support military equipment and services for the UK’s armed forces and defence exports.
  • E. Australian Signals Directorate
    The Australian Signals Directorate is Australia’s national signals intelligence and cyber security agency, responsible for foreign electronic intelligence gathering and protecting the country’s information infrastructure.
  • 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: Australian Defence Industries
Triple: [F88 Austeyr, formerManufacturer, Australian Defence Industries]
Generated description
Australian Defence Industries was a major Australian government-owned defense contractor responsible for manufacturing and supplying military equipment and munitions before its privatization and integration into larger defense firms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian Defence Industries
Target entity description: Australian Defence Industries was a major Australian government-owned defense contractor responsible for manufacturing and supplying military equipment and munitions before its privatization and integration into larger defense firms.
  • A. Defence Science and Technology Group
    The Defence Science and Technology Group is the Australian Government’s lead agency for applying science and technology to enhance the nation’s defence and national security capabilities.
  • B. Australian Defence Force
    The Australian Defence Force is the unified military organization responsible for defending Australia, comprising the Royal Australian Navy, Australian Army, and Royal Australian Air Force under a single command structure.
  • C. NATO defense industries
    NATO defense industries comprise the network of defense contractors and manufacturers within NATO member states that develop and produce military equipment, technologies, and services to support the alliance’s collective security and defense objectives.
  • D. United Kingdom defence industrial base
    The United Kingdom defence industrial base is the network of domestic companies, facilities, and technologies that design, produce, and support military equipment and services for the UK’s armed forces and defence exports.
  • E. Australian Signals Directorate
    The Australian Signals Directorate is Australia’s national signals intelligence and cyber security agency, responsible for foreign electronic intelligence gathering and protecting the country’s information infrastructure.
  • 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_69b34537cc6481909cd0a96acbb33ef7 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e642aac8190977dd101e27afcbb completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b596516fd88190b8497ccc7efc7f49 completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b59731052881908d9358dc629a4018 completed March 14, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_69b597c529a08190bbf2af92bfef1aa2 completed March 14, 2026, 5:15 p.m.
Created at: March 12, 2026, 11:05 p.m.