Triple
T8838722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universiti Teknologi MARA |
E210331
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object | UiTM Perak |
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: UiTM Perak | Statement: [Universiti Teknologi MARA, hasCampus, UiTM Perak]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UiTM Perak Context triple: [Universiti Teknologi MARA, hasCampus, UiTM Perak]
-
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.
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.
-
C.
National University of Malaysia
The National University of Malaysia is a leading Malaysian public research university known for its strong emphasis on national identity, Malay language scholarship, and comprehensive academic programs across diverse disciplines.
-
D.
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.
-
E.
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.
- 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_69ca8388549c819095fd94eadefbb007 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc606c60ac8190b2b6bd7f042c02f8 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfeb0dab088190b842b20f8a7bc7a0 |
completed | April 3, 2026, 4:30 p.m. |
Created at: March 30, 2026, 6:48 p.m.