Triple
T729912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perth |
E14807
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E92760
|
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 University | Statement: [Perth, hasUniversity, Curtin University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Curtin University Context triple: [Perth, hasUniversity, Curtin University]
-
A.
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.
-
B.
Deakin University
Deakin University is a public Australian university known for its innovative online and on-campus programs, strong industry partnerships, and research across fields such as health, education, business, and technology.
-
C.
University of Wollongong
The University of Wollongong is a leading Australian public research university known for its strong engineering, information sciences, and health programs, with a main campus located in the coastal city of Wollongong, New South Wales.
-
D.
Queensland University of Technology
Queensland University of Technology is a major Australian public research university known for its industry-focused programs and campuses in Brisbane, Queensland.
-
E.
Monash University
Monash University is a major Australian public research university known for its strong global rankings, extensive international campuses, and wide range of academic and professional programs.
- 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 University Triple: [Perth, hasUniversity, Curtin University]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Curtin University Target entity description: 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.
-
A.
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.
-
B.
Deakin University
Deakin University is a public Australian university known for its innovative online and on-campus programs, strong industry partnerships, and research across fields such as health, education, business, and technology.
-
C.
University of Wollongong
The University of Wollongong is a leading Australian public research university known for its strong engineering, information sciences, and health programs, with a main campus located in the coastal city of Wollongong, New South Wales.
-
D.
Queensland University of Technology
Queensland University of Technology is a major Australian public research university known for its industry-focused programs and campuses in Brisbane, Queensland.
-
E.
Monash University
Monash University is a major Australian public research university known for its strong global rankings, extensive international campuses, and wide range of academic and professional programs.
- 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_69a4934d9930819099eed80096b0597d |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a5c290e481908497430a05dbfb90 |
completed | March 1, 2026, 8:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a673329a0c8190b725b9863ba4c162 |
completed | March 3, 2026, 5:35 a.m. |
| NEDg | Description generation | batch_69a673afbd308190863aea2ff0f650cb |
completed | March 3, 2026, 5:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6743f50d0819089885836b9668466 |
completed | March 3, 2026, 5:40 a.m. |
Created at: March 1, 2026, 7:37 p.m.