Triple

T18758102
Position Surface form Disambiguated ID Type / Status
Subject Australian Army flag E458699 entity
Predicate hasUser P6943 FINISHED
Object Australian Army training establishments
Australian Army training establishments are the network of schools, centres, and academies responsible for educating, training, and developing Australian Army personnel in military skills, leadership, and professional standards.
E1340997 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: [Australian Army flag, hasUser, Australian Army training establishments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian Army training establishments
Context triple: [Australian Army flag, hasUser, 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. Australian Defence Force training estate
    The Australian Defence Force training estate is a network of military training areas and facilities across Australia used to prepare the nation’s armed forces for operations and exercises.
  • D. 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.
  • E. 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.
  • 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: [Australian Army flag, hasUser, Australian Army training establishments]
Generated description
Australian Army training establishments are the network of schools, centres, and academies responsible for educating, training, and developing Australian Army personnel in military skills, leadership, and professional standards.
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 the network of schools, centres, and academies responsible for educating, training, and developing Australian Army personnel in military skills, leadership, and professional standards.
  • 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. Australian Defence Force training estate
    The Australian Defence Force training estate is a network of military training areas and facilities across Australia used to prepare the nation’s armed forces for operations and exercises.
  • D. 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.
  • E. 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.
  • 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_69d8d395dba0819087568404508590cb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e579f42d0881909bd9ca9c7916516a completed April 20, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d3b95e48190bc6628c58082ba15 completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053e82414c8190a0721e94de73b905 completed May 14, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_6a053f4f39d88190b372b8cfa3e94891 completed May 14, 2026, 3:19 a.m.
Created at: April 10, 2026, 11:52 a.m.