Triple

T16795021
Position Surface form Disambiguated ID Type / Status
Subject 5th Aviation Regiment E408209 entity
Predicate location P40 FINISHED
Object Townsville, Queensland E446837 NE FINISHED

How this triple was built (2 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, Queensland | Statement: [5th Aviation Regiment, location, Townsville, Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Townsville, Queensland
Context triple: [5th Aviation Regiment, location, Townsville, Queensland]
  • A. Townsville, Queensland chosen
    Townsville, Queensland is a major coastal city in northeastern Australia known as a regional hub for education, defense, and access to the Great Barrier Reef.
  • B. St George, Queensland
    St George is a rural town in southwestern Queensland, Australia, known as an agricultural and service hub on the Balonne River.
  • C. Mackay, Queensland
    Mackay, Queensland is a coastal city in northeastern Australia renowned for its extensive sugarcane industry and role as a key regional service and industrial hub.
  • D. Hamilton, Queensland
    Hamilton, Queensland is an affluent riverside suburb of Brisbane, Australia, known for its heritage homes, racecourse precinct, and proximity to the Brisbane River and city.
  • E. Ormiston, Queensland
    Ormiston, Queensland is a coastal suburb in the Redland City region near Brisbane, known for its heritage sites and residential character.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_6a00b28b77188190b8d87fca1b5dde5d completed May 10, 2026, 4:30 p.m.
Created at: April 10, 2026, 5:22 a.m.