Triple

T8465425
Position Surface form Disambiguated ID Type / Status
Subject Australian Defence Force E200148 entity
Predicate followsDoctrine P27401 FINISHED
Object Australian Defence Doctrine
The Australian Defence Doctrine is the overarching strategic and operational framework that guides how the Australian Defence Force plans, conducts, and coordinates military operations and defence activities.
E737107 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 Doctrine | Statement: [Australian Defence Force, followsDoctrine, Australian Defence Doctrine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian Defence Doctrine
Context triple: [Australian Defence Force, followsDoctrine, Australian Defence Doctrine]
  • A. 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.
  • B. 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.
  • C. Department of Defence (Australia)
    The Department of Defence (Australia) is the federal government department responsible for managing the Australian Defence Force and overseeing the nation’s defence policy, strategy, and military operations.
  • D. Capability Acquisition and Sustainment ecosystem of the Australian Defence Force
    The Capability Acquisition and Sustainment ecosystem of the Australian Defence Force is the integrated framework of organisations, processes, and partnerships responsible for developing, procuring, and maintaining the ADF’s military capabilities throughout their lifecycle.
  • E. Australian Defence Force health system
    The Australian Defence Force health system is the integrated medical and health support network that delivers healthcare, clinical services, and operational medical support to members of Australia’s armed forces.
  • 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 Doctrine
Triple: [Australian Defence Force, followsDoctrine, Australian Defence Doctrine]
Generated description
The Australian Defence Doctrine is the overarching strategic and operational framework that guides how the Australian Defence Force plans, conducts, and coordinates military operations and defence activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian Defence Doctrine
Target entity description: The Australian Defence Doctrine is the overarching strategic and operational framework that guides how the Australian Defence Force plans, conducts, and coordinates military operations and defence activities.
  • A. 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.
  • B. 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.
  • C. Department of Defence (Australia)
    The Department of Defence (Australia) is the federal government department responsible for managing the Australian Defence Force and overseeing the nation’s defence policy, strategy, and military operations.
  • D. Capability Acquisition and Sustainment ecosystem of the Australian Defence Force
    The Capability Acquisition and Sustainment ecosystem of the Australian Defence Force is the integrated framework of organisations, processes, and partnerships responsible for developing, procuring, and maintaining the ADF’s military capabilities throughout their lifecycle.
  • E. Australian Defence Force health system
    The Australian Defence Force health system is the integrated medical and health support network that delivers healthcare, clinical services, and operational medical support to members of Australia’s armed forces.
  • 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_69ca83198c4c8190a337bf717d1813f5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4d05b2881909bddf58df0ee1143 completed March 31, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce39e0d7788190add03271c940e1ff completed April 2, 2026, 9:41 a.m.
NEDg Description generation batch_69ce3ad9a3a88190929a6c6ae7ee58cf completed April 2, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ce3cc54d888190ae86b787afc38f7b completed April 2, 2026, 9:54 a.m.
Created at: March 30, 2026, 6:11 p.m.