Triple
T12641758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tawau |
E301912
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object | Universiti Teknologi MARA Tawau 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 Tawau campus | Statement: [Tawau, hasEducationalInstitution, Universiti Teknologi MARA Tawau campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universiti Teknologi MARA Tawau campus Context triple: [Tawau, hasEducationalInstitution, Universiti Teknologi MARA Tawau campus]
-
A.
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.
-
B.
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.
-
C.
Universiti Malaysia Pahang
Universiti Malaysia Pahang is a Malaysian public technical university known for its engineering and technology programs, located in the state of Pahang.
-
D.
Universiti Malaysia Perlis
Universiti Malaysia Perlis is a Malaysian public university known for its focus on engineering, technology, and applied sciences.
-
E.
Universiti Tunku Abdul Rahman
Universiti Tunku Abdul Rahman is a prominent private university in Malaysia known for its comprehensive academic programs and multiple campuses, including its main campus in Kampar, Perak.
- 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9614ae6ac8190b42acbf2b0331fda |
completed | April 10, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6687770388190b4777885dae8a38f |
completed | May 2, 2026, 9:11 p.m. |
Created at: April 9, 2026, 5:17 p.m.