Triple
T2740414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ipoh |
E60735
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Quest International University Perak
Quest International University Perak is a private Malaysian university offering a range of undergraduate and postgraduate programs with a focus on industry-relevant education and research.
|
E294282
|
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: Quest International University Perak | Statement: [Ipoh, hasUniversity, Quest International University Perak]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quest International University Perak Context triple: [Ipoh, hasUniversity, Quest International University Perak]
-
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.
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.
-
C.
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.
-
D.
Universiti Malaysia Sabah Labuan International Campus
Universiti Malaysia Sabah Labuan International Campus is a branch campus of Universiti Malaysia Sabah located on Labuan Island, focusing on programs such as international business, finance, and information technology.
-
E.
International Islamic University Malaysia
International Islamic University Malaysia is a public Islamic research university in Malaysia known for integrating Islamic values with modern academic disciplines and attracting an international student body.
- 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: Quest International University Perak Triple: [Ipoh, hasUniversity, Quest International University Perak]
Generated description
Quest International University Perak is a private Malaysian university offering a range of undergraduate and postgraduate programs with a focus on industry-relevant education and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Quest International University Perak Target entity description: Quest International University Perak is a private Malaysian university offering a range of undergraduate and postgraduate programs with a focus on industry-relevant 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.
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.
-
C.
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.
-
D.
Universiti Malaysia Sabah Labuan International Campus
Universiti Malaysia Sabah Labuan International Campus is a branch campus of Universiti Malaysia Sabah located on Labuan Island, focusing on programs such as international business, finance, and information technology.
-
E.
International Islamic University Malaysia
International Islamic University Malaysia is a public Islamic research university in Malaysia known for integrating Islamic values with modern academic disciplines and attracting an international student body.
- 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_69ab4b77febc819095603eb012cd141b |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb2f210881909126307cc92ebfef |
completed | March 7, 2026, 8 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afbbc828388190af6c3b75ed765401 |
completed | March 10, 2026, 6:35 a.m. |
| NEDg | Description generation | batch_69afbc3b0aa08190ac0254e7e4300b9c |
completed | March 10, 2026, 6:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afbcb25ee4819093a8bd77bbcd8a86 |
completed | March 10, 2026, 6:39 a.m. |
Created at: March 6, 2026, 9:56 p.m.