Triple
T11624606
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Seremban |
E276229
|
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, 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, hasHigherEducationInstitution, Universiti Teknologi MARA Negeri Sembilan (Seremban campus)]
-
A.
Universiti Teknologi Malaysia main campus
Universiti Teknologi Malaysia main campus is the primary and largest campus of Universiti Teknologi Malaysia, a leading public research university specializing in engineering and technology.
-
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 Tunku Abdul Rahman (UTAR) PJ campus
Universiti Tunku Abdul Rahman (UTAR) PJ campus is an urban Malaysian university campus known for offering a range of undergraduate and postgraduate programs in a city-based learning environment.
-
D.
Gombak campus
Gombak campus is the primary campus of the International Islamic University Malaysia, located in Gombak, Selangor, and known for its Islamic-inspired architecture and comprehensive academic facilities.
-
E.
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.
- 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_69d6aafa51148190ab84940694c00235 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a12416908190ac2dcd7f7ebb308f |
completed | April 10, 2026, 7:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee87745b388190a78958fa0c08b89b |
completed | April 26, 2026, 9:45 p.m. |
Created at: April 8, 2026, 9:39 p.m.