Triple

T15005532
Position Surface form Disambiguated ID Type / Status
Subject Shoalwater Bay Training Area E377699 entity
Predicate category P87 FINISHED
Object Australian Army training establishments
Australian Army training establishments are dedicated military facilities across Australia where army personnel conduct exercises, simulations, and skill development to maintain operational readiness.
E566186 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 Army training establishments | Statement: [Shoalwater Bay Training Area, category, Australian Army training establishments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian Army training establishments
Context triple: [Shoalwater Bay Training Area, category, Australian Army training establishments]
  • A. Australian Army training teams
    The Australian Army training teams are specialized military units deployed overseas to mentor, advise, and train partner nation security forces, particularly in counterinsurgency and stabilization operations.
  • B. Australian Army officer training system
    The Australian Army officer training system is the structured framework of institutions, courses, and standards responsible for educating, developing, and commissioning officers for service in the Australian Army.
  • C. Combat Training Centre (Australia)
    The Combat Training Centre (Australia) is a key Australian Army formation that provides realistic, large-scale collective training and evaluation for combat units to prepare them for operational deployments.
  • D. Australian Defence Force Academy
    The Australian Defence Force Academy is a military training and tertiary education institution in Australia that prepares officer cadets for service in the Australian Army, Navy, and Air Force.
  • E. Commando Regiment Training School
    Commando Regiment Training School is a specialized Sri Lanka Army institution dedicated to training and developing elite commando and special operations personnel.
  • 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 Army training establishments
Triple: [Shoalwater Bay Training Area, category, Australian Army training establishments]
Generated description
Australian Army training establishments are dedicated military facilities across Australia where army personnel conduct exercises, simulations, and skill development to maintain operational readiness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian Army training establishments
Target entity description: Australian Army training establishments are dedicated military facilities across Australia where army personnel conduct exercises, simulations, and skill development to maintain operational readiness.
  • A. Australian Army training teams
    The Australian Army training teams are specialized military units deployed overseas to mentor, advise, and train partner nation security forces, particularly in counterinsurgency and stabilization operations.
  • B. Australian Army officer training system
    The Australian Army officer training system is the structured framework of institutions, courses, and standards responsible for educating, developing, and commissioning officers for service in the Australian Army.
  • C. Combat Training Centre (Australia) chosen
    The Combat Training Centre (Australia) is a key Australian Army formation that provides realistic, large-scale collective training and evaluation for combat units to prepare them for operational deployments.
  • D. Australian Defence Force Academy
    The Australian Defence Force Academy is a military training and tertiary education institution in Australia that prepares officer cadets for service in the Australian Army, Navy, and Air Force.
  • E. Commando Regiment Training School
    Commando Regiment Training School is a specialized Sri Lanka Army institution dedicated to training and developing elite commando and special operations personnel.
  • F. None of above.

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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7322b5c81909089cbbf816e1436 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96a35acc8190a85f2ce32800ce1b completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe98917abc81908998205b4ecf201f completed May 9, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69fe997c744481909bd3c66c3dd68f19 completed May 9, 2026, 2:18 a.m.
Created at: April 10, 2026, 2:54 a.m.