Triple

T6089307
Position Surface form Disambiguated ID Type / Status
Subject Lavarack Barracks E135720 entity
Predicate partOf P40 FINISHED
Object Townsville military precinct
Townsville military precinct is a major Australian Defence Force hub in Townsville, Queensland, encompassing key army facilities and support infrastructure.
 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: Townsville military precinct | Statement: [Lavarack Barracks, partOf, Townsville military precinct]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Townsville military precinct
Context triple: [Lavarack Barracks, partOf, Townsville military precinct]
  • A. Ladysmith Barracks
    Ladysmith Barracks was a British Army installation in Ashton-under-Lyne, England, historically associated with housing and training units of the Manchester Regiment.
  • B. Gungahlin
    Gungahlin is a rapidly growing district and town centre in the northern part of Canberra, Australia, known for its modern residential developments and expanding commercial hub.
  • C. Fort Denison
    Fort Denison is a historic former penal site and defensive fortification located on a small island in Sydney Harbour, Australia.
  • D. Episkopi Cantonment
    Episkopi Cantonment is a British military garrison town in Cyprus that serves as the administrative and headquarters center for the Western Sovereign Base Area.
  • E. Moore Barracks
    Moore Barracks is a British military installation named in honor of Sir John Moore, a renowned general of the Napoleonic Wars.
  • 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: Townsville military precinct
Triple: [Lavarack Barracks, partOf, Townsville military precinct]
Generated description
Townsville military precinct is a major Australian Defence Force hub in Townsville, Queensland, encompassing key army facilities and support infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Townsville military precinct
Target entity description: Townsville military precinct is a major Australian Defence Force hub in Townsville, Queensland, encompassing key army facilities and support infrastructure.
  • A. Ladysmith Barracks
    Ladysmith Barracks was a British Army installation in Ashton-under-Lyne, England, historically associated with housing and training units of the Manchester Regiment.
  • B. Gungahlin
    Gungahlin is a rapidly growing district and town centre in the northern part of Canberra, Australia, known for its modern residential developments and expanding commercial hub.
  • C. Fort Denison
    Fort Denison is a historic former penal site and defensive fortification located on a small island in Sydney Harbour, Australia.
  • D. Episkopi Cantonment
    Episkopi Cantonment is a British military garrison town in Cyprus that serves as the administrative and headquarters center for the Western Sovereign Base Area.
  • E. Moore Barracks
    Moore Barracks is a British military installation named in honor of Sir John Moore, a renowned general of the Napoleonic Wars.
  • 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_69c0087bcc788190b20f093d3a6c60ec completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c057a862c88190912a913973c6b6fc completed March 22, 2026, 8:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d65908c8190a9700c0981dabe9a completed March 23, 2026, 11 a.m.
NEDg Description generation batch_69c11dfb27bc81908c7109debc73249d completed March 23, 2026, 11:03 a.m.
NED2 Entity disambiguation (via description) batch_69c11e7a5e7881908d5cc70cc11a58cd completed March 23, 2026, 11:05 a.m.
Created at: March 22, 2026, 4:12 p.m.