Triple
T1880138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Selangor |
E39832
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Multimedia University (Cyberjaya campus)
Multimedia University (Cyberjaya campus) is a leading private Malaysian university renowned for its focus on information and communication technology, engineering, and creative multimedia education and research.
|
E210332
|
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: Multimedia University (Cyberjaya campus) | Statement: [Selangor, hasHigherEducationInstitution, Multimedia University (Cyberjaya campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Multimedia University (Cyberjaya campus) Context triple: [Selangor, hasHigherEducationInstitution, Multimedia University (Cyberjaya campus)]
-
A.
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.
-
B.
Malaysia Campus
Malaysia Campus is the Malaysian branch of Heriot-Watt University, offering British-style higher education and research programs in Southeast Asia.
-
C.
Malaysia Campus
Malaysia Campus is the University of Nottingham’s international branch campus in Malaysia, offering British-style higher education and research in an Asian setting.
-
D.
Universiti Sains Islam Malaysia
Universiti Sains Islam Malaysia is a Malaysian public university that integrates Islamic values with science and contemporary academic disciplines.
-
E.
Republic Polytechnic campus
Republic Polytechnic campus is a modern educational complex in Singapore known for its minimalist architecture and open, communal spaces designed by Japanese architect Fumihiko Maki.
- 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: Multimedia University (Cyberjaya campus) Triple: [Selangor, hasHigherEducationInstitution, Multimedia University (Cyberjaya campus)]
Generated description
Multimedia University (Cyberjaya campus) is a leading private Malaysian university renowned for its focus on information and communication technology, engineering, and creative multimedia education and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Multimedia University (Cyberjaya campus) Target entity description: Multimedia University (Cyberjaya campus) is a leading private Malaysian university renowned for its focus on information and communication technology, engineering, and creative multimedia education and research.
-
A.
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.
-
B.
Malaysia Campus
Malaysia Campus is the Malaysian branch of Heriot-Watt University, offering British-style higher education and research programs in Southeast Asia.
-
C.
Malaysia Campus
Malaysia Campus is the University of Nottingham’s international branch campus in Malaysia, offering British-style higher education and research in an Asian setting.
-
D.
Universiti Sains Islam Malaysia
Universiti Sains Islam Malaysia is a Malaysian public university that integrates Islamic values with science and contemporary academic disciplines.
-
E.
Republic Polytechnic campus
Republic Polytechnic campus is a modern educational complex in Singapore known for its minimalist architecture and open, communal spaces designed by Japanese architect Fumihiko Maki.
- 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_69a88633e4fc8190b7eb40463e048ec5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0fa3d388190993073ffb0f60a84 |
completed | March 7, 2026, 5 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf5c55e081909fc6912e1283a73a |
completed | March 8, 2026, 8:43 p.m. |
| NEDg | Description generation | batch_69ade089c3848190a730957799b08993 |
completed | March 8, 2026, 8:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade14bd7e48190bf7d4832a4d46992 |
completed | March 8, 2026, 8:51 p.m. |
Created at: March 4, 2026, 7:34 p.m.