Triple

T5856086
Position Surface form Disambiguated ID Type / Status
Subject Yarralumla E130154 entity
Predicate nearbySuburb P41355 FINISHED
Object Curtin
Curtin is a residential suburb in Canberra, Australia, known for its leafy streets, local shops, and proximity to the city’s parliamentary and diplomatic precincts.
 E550984 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: Curtin | Statement: [Yarralumla, nearbySuburb, Curtin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Curtin
Context triple: [Yarralumla, nearbySuburb, Curtin]
  • A. Curtin University
    Curtin University is a major Australian public research university known for its strong industry partnerships and career-focused programs, particularly in science, engineering, business, and health.
  • B. University of Western Australia
    The University of Western Australia is a leading public research university and one of Australia's oldest institutions of higher education, renowned for its strong research output and picturesque campus.
  • C. Edith Cowan University
    Edith Cowan University is a public Australian university based in Perth, Western Australia, known for its strong focus on teaching quality, applied research, and industry engagement.
  • D. Murdoch University
    Murdoch University is a public research university in Western Australia known for its strong programs in veterinary science, environmental science, and media and communications.
  • E. Flinders University
    Flinders University is a public research university in South Australia known for its strong programs in medicine, humanities, and social sciences.
  • 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: Curtin
Triple: [Yarralumla, nearbySuburb, Curtin]
Generated description
Curtin is a residential suburb in Canberra, Australia, known for its leafy streets, local shops, and proximity to the city’s parliamentary and diplomatic precincts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Curtin
Target entity description: Curtin is a residential suburb in Canberra, Australia, known for its leafy streets, local shops, and proximity to the city’s parliamentary and diplomatic precincts.
  • A. Curtin University
    Curtin University is a major Australian public research university known for its strong industry partnerships and career-focused programs, particularly in science, engineering, business, and health.
  • B. University of Western Australia
    The University of Western Australia is a leading public research university and one of Australia's oldest institutions of higher education, renowned for its strong research output and picturesque campus.
  • C. Edith Cowan University
    Edith Cowan University is a public Australian university based in Perth, Western Australia, known for its strong focus on teaching quality, applied research, and industry engagement.
  • D. Murdoch University
    Murdoch University is a public research university in Western Australia known for its strong programs in veterinary science, environmental science, and media and communications.
  • E. Flinders University
    Flinders University is a public research university in South Australia known for its strong programs in medicine, humanities, and social sciences.
  • 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_69c0084de39081909eb34e6bed74215a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03555cd6081908b0307decd60d2bc completed March 22, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1c00a8881908570f7127418e7ff completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a346bea08190880f30866429791d completed March 23, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69c0a3d162908190b0249f0ce620eda0 completed March 23, 2026, 2:22 a.m.
Created at: March 22, 2026, 3:55 p.m.