Triple

T4127516
Position Surface form Disambiguated ID Type / Status
Subject Curtin University E92760 entity
Predicate campus P269 FINISHED
Object Curtin Singapore
Curtin Singapore is the Singapore-based international campus of Curtin University, offering Australian-style higher education programs to local and regional students.
 E418504 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 Singapore | Statement: [Curtin University, campus, Curtin Singapore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Curtin Singapore
Context triple: [Curtin University, campus, Curtin Singapore]
  • A. Curtin University Malaysia
    Curtin University Malaysia is the Malaysian branch campus of Curtin University, offering Australian-style higher education and research programs in Sarawak.
  • B. National University of Singapore
    The National University of Singapore is a leading global research-intensive university and Singapore’s flagship higher education institution, renowned for its strengths in science, engineering, medicine, and public policy.
  • C. Nanyang Technological University
    Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
  • D. 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.
  • E. Monash University Malaysia
    Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
  • 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 Singapore
Triple: [Curtin University, campus, Curtin Singapore]
Generated description
Curtin Singapore is the Singapore-based international campus of Curtin University, offering Australian-style higher education programs to local and regional students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Curtin Singapore
Target entity description: Curtin Singapore is the Singapore-based international campus of Curtin University, offering Australian-style higher education programs to local and regional students.
  • A. Curtin University Malaysia
    Curtin University Malaysia is the Malaysian branch campus of Curtin University, offering Australian-style higher education and research programs in Sarawak.
  • B. National University of Singapore
    The National University of Singapore is a leading global research-intensive university and Singapore’s flagship higher education institution, renowned for its strengths in science, engineering, medicine, and public policy.
  • C. Nanyang Technological University
    Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
  • D. 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.
  • E. Monash University Malaysia
    Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
  • 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_69aed9685f70819086932777aec8d959 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69af021b17a08190b520101f54ec1e33 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f29865c8190b0ecb7acc9901765 completed March 14, 2026, 3:30 p.m.
NEDg Description generation batch_69b5831b65a081909c4d4b73e833e023 completed March 14, 2026, 3:47 p.m.
NED2 Entity disambiguation (via description) batch_69b5836fbf808190ad2d1c731fa084ef completed March 14, 2026, 3:49 p.m.
Created at: March 9, 2026, 3:42 p.m.