Triple
T12858574
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sunway Group |
E307523
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Sunway Education Group
Sunway Education Group is the education arm of Malaysia’s Sunway Group, overseeing a network of institutions and programs ranging from schools to higher education and professional training.
|
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 Group, hasSubsidiary, Sunway Education Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sunway Education Group Context triple: [Sunway Group, hasSubsidiary, 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.
INTI International University
INTI International University is a private higher education institution in Malaysia known for its international partnerships and career-focused academic programs.
-
C.
Monash University Malaysia
Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
-
D.
KIS University
KIS University is a common abbreviation for Kim Il-sung University, the leading and most prestigious higher education institution in North Korea.
-
E.
SEGi College Subang Jaya
SEGi College Subang Jaya is a private higher education institution in Subang Jaya, Malaysia, offering a range of diploma and degree programs in collaboration with local and international universities.
- 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 Group, hasSubsidiary, Sunway Education Group]
Generated description
Sunway Education Group is the education arm of Malaysia’s Sunway Group, overseeing a network of institutions and programs ranging from schools to higher education and professional training.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sunway Education Group Target entity description: Sunway Education Group is the education arm of Malaysia’s Sunway Group, overseeing a network of institutions and programs ranging from schools to higher education and professional training.
-
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.
INTI International University
INTI International University is a private higher education institution in Malaysia known for its international partnerships and career-focused academic programs.
-
C.
Monash University Malaysia
Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
-
D.
KIS University
KIS University is a common abbreviation for Kim Il-sung University, the leading and most prestigious higher education institution in North Korea.
-
E.
SEGi College Subang Jaya
SEGi College Subang Jaya is a private higher education institution in Subang Jaya, Malaysia, offering a range of diploma and degree programs in collaboration with local and international universities.
- 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_69d7bdf5e7cc8190be357278bc5ba3bb |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d970242bd48190941cbae0315ebc3d |
completed | April 10, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69bac0c1081909217d865aa8bf9a3 |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69cc60c488190a5a71e25c075e9ff |
completed | May 3, 2026, 12:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69d845a9081909b40562825c1c500 |
completed | May 3, 2026, 12:57 a.m. |
Created at: April 9, 2026, 5:37 p.m.