Triple
T4127515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Curtin University |
E92760
|
entity |
| Predicate | campus |
P269
|
FINISHED |
| Object |
Curtin University Malaysia
Curtin University Malaysia is the Malaysian branch campus of Curtin University, offering Australian-style higher education and research programs in Sarawak.
|
E415875
|
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 Malaysia | Statement: [Curtin University, campus, Curtin University Malaysia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Curtin University Malaysia Context triple: [Curtin University, campus, Curtin University Malaysia]
-
A.
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.
-
B.
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.
-
C.
Sunway University (Malaysia)
Sunway University is a leading private Malaysian university in Subang Jaya known for its strong industry links, international partnerships, and emphasis on research and quality teaching.
-
D.
University of Malaya
The University of Malaya is Malaysia’s oldest and most prestigious public research university, located in Kuala Lumpur and widely recognized as a leading institution in Southeast Asia.
-
E.
Universiti Kuala Lumpur
Universiti Kuala Lumpur is a leading Malaysian technical university known for its industry-focused engineering and technology programs based in the capital city, Kuala Lumpur.
- 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 Malaysia Triple: [Curtin University, campus, Curtin University Malaysia]
Generated description
Curtin University Malaysia is the Malaysian branch campus of Curtin University, offering Australian-style higher education and research programs in Sarawak.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Curtin University Malaysia Target entity description: Curtin University Malaysia is the Malaysian branch campus of Curtin University, offering Australian-style higher education and research programs in Sarawak.
-
A.
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.
-
B.
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.
-
C.
Sunway University (Malaysia)
Sunway University is a leading private Malaysian university in Subang Jaya known for its strong industry links, international partnerships, and emphasis on research and quality teaching.
-
D.
University of Malaya
The University of Malaya is Malaysia’s oldest and most prestigious public research university, located in Kuala Lumpur and widely recognized as a leading institution in Southeast Asia.
-
E.
Universiti Kuala Lumpur
Universiti Kuala Lumpur is a leading Malaysian technical university known for its industry-focused engineering and technology programs based in the capital city, Kuala Lumpur.
- 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_69b576bc48f0819081ac3f921736854f |
completed | March 14, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69b5778a01e48190acb14d544cd53a63 |
completed | March 14, 2026, 2:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b577f2d46c8190a66b2b536088633c |
completed | March 14, 2026, 3 p.m. |
Created at: March 9, 2026, 3:42 p.m.