Triple
T8838717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universiti Teknologi MARA |
E210331
|
entity |
| Predicate | hasMainCampus |
P115
|
FINISHED |
| Object |
UiTM Shah Alam
UiTM Shah Alam is the main campus of Universiti Teknologi MARA in Shah Alam, Selangor, serving as a major center for higher education and research in Malaysia.
|
E210331
|
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: UiTM Shah Alam | Statement: [Universiti Teknologi MARA, hasMainCampus, UiTM Shah Alam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UiTM Shah Alam Context triple: [Universiti Teknologi MARA, hasMainCampus, UiTM Shah Alam]
-
A.
Universiti Teknologi MARA
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 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.
-
C.
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.
-
D.
Universiti Sains Islam Malaysia
Universiti Sains Islam Malaysia is a Malaysian public university that integrates Islamic values with science and contemporary academic disciplines.
-
E.
Universiti Putra Malaysia
Universiti Putra Malaysia is a leading Malaysian public research university renowned for its strengths in agriculture, forestry, and related scientific disciplines.
- 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: UiTM Shah Alam Triple: [Universiti Teknologi MARA, hasMainCampus, UiTM Shah Alam]
Generated description
UiTM Shah Alam is the main campus of Universiti Teknologi MARA in Shah Alam, Selangor, serving as a major center for higher education and research in Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UiTM Shah Alam Target entity description: UiTM Shah Alam is the main campus of Universiti Teknologi MARA in Shah Alam, Selangor, serving as a major center for higher education and research in Malaysia.
-
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 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.
-
C.
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.
-
D.
Universiti Sains Islam Malaysia
Universiti Sains Islam Malaysia is a Malaysian public university that integrates Islamic values with science and contemporary academic disciplines.
-
E.
Universiti Putra Malaysia
Universiti Putra Malaysia is a leading Malaysian public research university renowned for its strengths in agriculture, forestry, and related scientific disciplines.
- 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_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_69cfba0934288190bc22dfee0a13124e |
completed | April 3, 2026, 1 p.m. |
| NEDg | Description generation | batch_69cfba894b008190ab6aca359ff78d15 |
completed | April 3, 2026, 1:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfbaffc35c8190afe8192217ecd746 |
completed | April 3, 2026, 1:05 p.m. |
Created at: March 30, 2026, 6:48 p.m.