Triple
T11498147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cyberjaya |
E272596
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
Limkokwing University of Creative Technology (nearby/associated)
Limkokwing University of Creative Technology is a private international university based in Malaysia that specializes in creative, design, and technology-focused education with a strong industry-oriented approach.
|
E929215
|
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: Limkokwing University of Creative Technology (nearby/associated) | Statement: [Cyberjaya, hasInstitution, Limkokwing University of Creative Technology (nearby/associated)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limkokwing University of Creative Technology (nearby/associated) Context triple: [Cyberjaya, hasInstitution, Limkokwing University of Creative Technology (nearby/associated)]
-
A.
Central University of Technology
Central University of Technology is a South African university of technology based in Bloemfontein, known for its career-focused programs in engineering, health sciences, and applied sciences.
-
B.
Provincial Institute of Technology and Art
The Provincial Institute of Technology and Art was the original name of what is now the Southern Alberta Institute of Technology, a post-secondary institution in Calgary, Alberta, focused on technical and vocational education.
-
C.
KIS University
KIS University is a common abbreviation for Kim Il-sung University, the leading and most prestigious higher education institution in North Korea.
-
D.
Harcourt Butler Technical University
Harcourt Butler Technical University is a prominent state technical university in Kanpur, India, known for its engineering and technology programs.
-
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: Limkokwing University of Creative Technology (nearby/associated) Triple: [Cyberjaya, hasInstitution, Limkokwing University of Creative Technology (nearby/associated)]
Generated description
Limkokwing University of Creative Technology is a private international university based in Malaysia that specializes in creative, design, and technology-focused education with a strong industry-oriented approach.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Limkokwing University of Creative Technology (nearby/associated) Target entity description: Limkokwing University of Creative Technology is a private international university based in Malaysia that specializes in creative, design, and technology-focused education with a strong industry-oriented approach.
-
A.
Central University of Technology
Central University of Technology is a South African university of technology based in Bloemfontein, known for its career-focused programs in engineering, health sciences, and applied sciences.
-
B.
Provincial Institute of Technology and Art
The Provincial Institute of Technology and Art was the original name of what is now the Southern Alberta Institute of Technology, a post-secondary institution in Calgary, Alberta, focused on technical and vocational education.
-
C.
KIS University
KIS University is a common abbreviation for Kim Il-sung University, the leading and most prestigious higher education institution in North Korea.
-
D.
Harcourt Butler Technical University
Harcourt Butler Technical University is a prominent state technical university in Kanpur, India, known for its engineering and technology programs.
-
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_69d6aae1b09881909ce2ded3fa0c14fa |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d85de27db081909ccdb4ab0ef75bdb |
completed | April 10, 2026, 2:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e60497be2c8190a82362280e51698a |
completed | April 20, 2026, 10:48 a.m. |
| NEDg | Description generation | batch_69e610a6de0c8190aabda7ef7b7063a6 |
completed | April 20, 2026, 11:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e61842b8848190b454cee480c69f7a |
completed | April 20, 2026, 12:12 p.m. |
Created at: April 8, 2026, 9:36 p.m.