Triple
T10103508
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skudai |
E216259
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Sekolah Menengah Kebangsaan Taman Universiti
Sekolah Menengah Kebangsaan Taman Universiti is a Malaysian public secondary school located in Taman Universiti, Skudai, Johor.
|
E840638
|
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: Sekolah Menengah Kebangsaan Taman Universiti | Statement: [Skudai, hasEducationalInstitution, Sekolah Menengah Kebangsaan Taman Universiti]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sekolah Menengah Kebangsaan Taman Universiti Context triple: [Skudai, hasEducationalInstitution, Sekolah Menengah Kebangsaan Taman Universiti]
-
A.
Malay College Kuala Kangsar
Malay College Kuala Kangsar is a premier Malaysian residential school founded in 1905, often called the “Eton of the East” for its elite education and prominent alumni.
-
B.
Universiti Malaysia Kelantan Jeli Campus
Universiti Malaysia Kelantan Jeli Campus is a branch campus of Universiti Malaysia Kelantan located in Jeli, Kelantan, focusing primarily on science, technology, and agriculture-related programs.
-
C.
Universiti Malaysia Perlis
Universiti Malaysia Perlis is a Malaysian public university known for its focus on engineering, technology, and applied sciences.
-
D.
Universiti Teknologi MARA
Universiti Teknologi MARA is a major Malaysian public university and one of the country’s largest institutions of higher learning, known for providing accessible education primarily to Bumiputera students across multiple campuses nationwide.
-
E.
Universiti Malaysia Pahang
Universiti Malaysia Pahang is a Malaysian public technical university known for its engineering and technology programs, located in the state of Pahang.
- 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: Sekolah Menengah Kebangsaan Taman Universiti Triple: [Skudai, hasEducationalInstitution, Sekolah Menengah Kebangsaan Taman Universiti]
Generated description
Sekolah Menengah Kebangsaan Taman Universiti is a Malaysian public secondary school located in Taman Universiti, Skudai, Johor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sekolah Menengah Kebangsaan Taman Universiti Target entity description: Sekolah Menengah Kebangsaan Taman Universiti is a Malaysian public secondary school located in Taman Universiti, Skudai, Johor.
-
A.
Malay College Kuala Kangsar
Malay College Kuala Kangsar is a premier Malaysian residential school founded in 1905, often called the “Eton of the East” for its elite education and prominent alumni.
-
B.
Universiti Malaysia Kelantan Jeli Campus
Universiti Malaysia Kelantan Jeli Campus is a branch campus of Universiti Malaysia Kelantan located in Jeli, Kelantan, focusing primarily on science, technology, and agriculture-related programs.
-
C.
Universiti Malaysia Perlis
Universiti Malaysia Perlis is a Malaysian public university known for its focus on engineering, technology, and applied sciences.
-
D.
Universiti Teknologi MARA
Universiti Teknologi MARA is a major Malaysian public university and one of the country’s largest institutions of higher learning, known for providing accessible education primarily to Bumiputera students across multiple campuses nationwide.
-
E.
Universiti Malaysia Pahang
Universiti Malaysia Pahang is a Malaysian public technical university known for its engineering and technology programs, located in the state of Pahang.
- 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_69ca83d039f08190b9d10363221c69fb |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cdd09af07c819099774af46ebf62d7 |
completed | April 2, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b6dcca848190851f6f1968fe244c |
completed | April 5, 2026, 7:24 p.m. |
| NEDg | Description generation | batch_69d2b7e64fcc8190805a6a31c8a3786f |
completed | April 5, 2026, 7:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2b883959481909f330a26863621ae |
completed | April 5, 2026, 7:31 p.m. |
Created at: March 30, 2026, 9:03 p.m.