Triple
T2740413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ipoh |
E60735
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Universiti Tunku Abdul Rahman (Kampar campus nearby region)
Universiti Tunku Abdul Rahman’s Kampar campus is a major Malaysian private university campus located in the town of Kampar in Perak, known for its scenic lakeside setting and strong emphasis on science, engineering, and business programs.
|
E294281
|
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: Universiti Tunku Abdul Rahman (Kampar campus nearby region) | Statement: [Ipoh, hasUniversity, Universiti Tunku Abdul Rahman (Kampar campus nearby region)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universiti Tunku Abdul Rahman (Kampar campus nearby region) Context triple: [Ipoh, hasUniversity, Universiti Tunku Abdul Rahman (Kampar campus nearby region)]
-
A.
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.
-
B.
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.
-
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.
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.
Balitai Campus
Balitai Campus is the historic main campus of Nankai University in Tianjin, China, known for its long academic tradition and central role in the university’s teaching and research.
- 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: Universiti Tunku Abdul Rahman (Kampar campus nearby region) Triple: [Ipoh, hasUniversity, Universiti Tunku Abdul Rahman (Kampar campus nearby region)]
Generated description
Universiti Tunku Abdul Rahman’s Kampar campus is a major Malaysian private university campus located in the town of Kampar in Perak, known for its scenic lakeside setting and strong emphasis on science, engineering, and business programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universiti Tunku Abdul Rahman (Kampar campus nearby region) Target entity description: Universiti Tunku Abdul Rahman’s Kampar campus is a major Malaysian private university campus located in the town of Kampar in Perak, known for its scenic lakeside setting and strong emphasis on science, engineering, and business programs.
-
A.
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.
-
B.
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.
-
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.
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.
Balitai Campus
Balitai Campus is the historic main campus of Nankai University in Tianjin, China, known for its long academic tradition and central role in the university’s teaching and research.
- 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.