Triple
T2891754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sunway University |
E63841
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object |
Sunway Education Group
Sunway Education Group is a Malaysian private education conglomerate that operates and manages a network of institutions from schools to university level, including Sunway University.
|
E63841
|
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: Sunway Education Group | Statement: [Sunway University, affiliation, Sunway Education Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sunway Education Group Context triple: [Sunway University, affiliation, Sunway Education Group]
-
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.
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.
-
C.
National Institute of Education
The National Institute of Education was a U.S. federal agency responsible for supporting and coordinating educational research and improvement nationwide.
-
D.
University of Malaya
The University of Malaya is Malaysia’s oldest and most prestigious public research university, located in Kuala Lumpur and widely recognized as a leading institution in Southeast Asia.
-
E.
Malaysia Campus
Malaysia Campus is the Malaysian branch of Heriot-Watt University, offering British-style higher education and research programs in Southeast Asia.
- 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: Sunway Education Group Triple: [Sunway University, affiliation, Sunway Education Group]
Generated description
Sunway Education Group is a Malaysian private education conglomerate that operates and manages a network of institutions from schools to university level, including Sunway University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sunway Education Group Target entity description: Sunway Education Group is a Malaysian private education conglomerate that operates and manages a network of institutions from schools to university level, including Sunway University.
-
A.
Sunway University (Malaysia)
chosen
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.
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.
-
C.
National Institute of Education
The National Institute of Education was a U.S. federal agency responsible for supporting and coordinating educational research and improvement nationwide.
-
D.
University of Malaya
The University of Malaya is Malaysia’s oldest and most prestigious public research university, located in Kuala Lumpur and widely recognized as a leading institution in Southeast Asia.
-
E.
Malaysia Campus
Malaysia Campus is the Malaysian branch of Heriot-Watt University, offering British-style higher education and research programs in Southeast Asia.
- F. None of above.
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_69ab4c45822c8190830c5f2bb97bcfd0 |
completed | March 6, 2026, 9:51 p.m. |
| NER | Named-entity recognition | batch_69abe060f49c8190bc804614a141c738 |
completed | March 7, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0864dc2fc8190bfc946ae454611c6 |
completed | March 10, 2026, 8:59 p.m. |
| NEDg | Description generation | batch_69b0c36599788190b10bbd15d6c1fc6b |
completed | March 11, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0c3ca9f18819086b22d0bad79ff68 |
completed | March 11, 2026, 1:22 a.m. |
Created at: March 6, 2026, 10:07 p.m.