Triple
T8555157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Seremban District |
E202544
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Universiti Teknologi MARA Negeri Sembilan (Seremban campus) |
E210331
|
NE FINISHED |
How this triple was built (2 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 Teknologi MARA Negeri Sembilan (Seremban campus) | Statement: [Seremban District, hasHigherEducationInstitution, Universiti Teknologi MARA Negeri Sembilan (Seremban campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universiti Teknologi MARA Negeri Sembilan (Seremban campus) Context triple: [Seremban District, hasHigherEducationInstitution, Universiti Teknologi MARA Negeri Sembilan (Seremban campus)]
-
A.
Universiti Teknologi MARA
chosen
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.
-
B.
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.
-
C.
Tembalang Campus
Tembalang Campus is the main and largest campus area of Diponegoro University in Semarang, Indonesia, housing most of its academic faculties and facilities.
-
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.
Universiti Malaysia Sabah
Universiti Malaysia Sabah is a public university in the Malaysian state of Sabah known for its scenic coastal campus and focus on environmental, marine, and Bornean studies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca832610e08190b3b6c6cd2c250255 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe88a936c8190a0234bf7da2ff55a |
completed | March 31, 2026, 3:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6dd67d288190a147562a99ecde56 |
completed | April 2, 2026, 1:23 p.m. |
Created at: March 30, 2026, 6:19 p.m.