Triple

T16794975
Position Surface form Disambiguated ID Type / Status
Subject 2nd Battalion, Royal Australian Regiment E408208 entity
Predicate garrison P75 FINISHED
Object Lavarack Barracks, Townsville
Lavarack Barracks in Townsville is a major Australian Army base in Queensland that serves as a key hub for several combat units and operations.
 E566187 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: Lavarack Barracks, Townsville | Statement: [2nd Battalion, Royal Australian Regiment, garrison, Lavarack Barracks, Townsville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lavarack Barracks, Townsville
Context triple: [2nd Battalion, Royal Australian Regiment, garrison, Lavarack Barracks, Townsville]
  • A. Robertson Barracks, Darwin
    Robertson Barracks in Darwin is a major Australian Army base that serves as a key home and operational hub for units of the Royal Australian Regiment in the Northern Territory.
  • B. Townsville military precinct
    Townsville military precinct is a major Australian Defence Force hub in Townsville, Queensland, encompassing key army facilities and support infrastructure.
  • C. RAAF Base Townsville
    RAAF Base Townsville is a major Royal Australian Air Force installation in northern Queensland that supports air operations, training, and regional defence activities.
  • D. Kapooka Army Recruit Training Centre
    Kapooka Army Recruit Training Centre is the Australian Army’s primary basic training facility for new recruits, located near Wagga Wagga in New South Wales.
  • E. Tolo Barracks
    Tolo Barracks is a military installation in Hong Kong used by the People’s Liberation Army garrison.
  • 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: Lavarack Barracks, Townsville
Triple: [2nd Battalion, Royal Australian Regiment, garrison, Lavarack Barracks, Townsville]
Generated description
Lavarack Barracks in Townsville is a major Australian Army base in Queensland that serves as a key hub for several combat units and operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lavarack Barracks, Townsville
Target entity description: Lavarack Barracks in Townsville is a major Australian Army base in Queensland that serves as a key hub for several combat units and operations.
  • A. Robertson Barracks, Darwin
    Robertson Barracks in Darwin is a major Australian Army base that serves as a key home and operational hub for units of the Royal Australian Regiment in the Northern Territory.
  • B. Townsville military precinct chosen
    Townsville military precinct is a major Australian Defence Force hub in Townsville, Queensland, encompassing key army facilities and support infrastructure.
  • C. RAAF Base Townsville
    RAAF Base Townsville is a major Royal Australian Air Force installation in northern Queensland that supports air operations, training, and regional defence activities.
  • D. Kapooka Army Recruit Training Centre
    Kapooka Army Recruit Training Centre is the Australian Army’s primary basic training facility for new recruits, located near Wagga Wagga in New South Wales.
  • E. Tolo Barracks
    Tolo Barracks is a military installation in Hong Kong used by the People’s Liberation Army garrison.
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2a96d888190a9876c3784bb7f95 completed April 18, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab109694819094c696904faf0418 completed May 10, 2026, 3:58 p.m.
NEDg Description generation batch_6a00ab8a416c819097ed3d6c915ac373 completed May 10, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac301f188190ae25d5ae7a39eb34 completed May 10, 2026, 4:02 p.m.
Created at: April 10, 2026, 5:22 a.m.