Triple

T15005518
Position Surface form Disambiguated ID Type / Status
Subject Shoalwater Bay Training Area E377699 entity
Predicate partOf P40 FINISHED
Object 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.
 E1131859 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 Force training estate | Statement: [Shoalwater Bay Training Area, partOf, Australian Defence Force training estate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Australian Defence Force training estate
Context triple: [Shoalwater Bay Training Area, partOf, Australian Defence Force training estate]
  • A. Fallon Range Training Complex
    Fallon Range Training Complex is a major U.S. Navy aviation and weapons training area in the Nevada desert used for air-to-ground and electronic warfare exercises.
  • B. 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.
  • C. Defence Training Estate
    Defence Training Estate is a UK Ministry of Defence organization responsible for managing and providing military training areas, ranges, and facilities across the United Kingdom.
  • D. Defence Special Operations Training and Education Centre
    The Defence Special Operations Training and Education Centre is an Australian military institution responsible for training and educating personnel in special operations capabilities and related skills.
  • E. RAAF Base Tindal
    RAAF Base Tindal is a major Royal Australian Air Force base in Australia’s Northern Territory that serves as a key operational hub for air combat and regional defence.
  • 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 Force training estate
Triple: [Shoalwater Bay Training Area, partOf, Australian Defence Force training estate]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Australian Defence Force training estate
Target entity description: 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.
  • A. Fallon Range Training Complex
    Fallon Range Training Complex is a major U.S. Navy aviation and weapons training area in the Nevada desert used for air-to-ground and electronic warfare exercises.
  • B. 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.
  • C. Defence Training Estate
    Defence Training Estate is a UK Ministry of Defence organization responsible for managing and providing military training areas, ranges, and facilities across the United Kingdom.
  • D. Defence Special Operations Training and Education Centre
    The Defence Special Operations Training and Education Centre is an Australian military institution responsible for training and educating personnel in special operations capabilities and related skills.
  • E. RAAF Base Tindal
    RAAF Base Tindal is a major Royal Australian Air Force base in Australia’s Northern Territory that serves as a key operational hub for air combat and regional defence.
  • 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_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.