Triple
T8838814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universiti Kebangsaan Malaysia |
E210333
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object | UKM Cheras campus |
E761411
|
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: UKM Cheras campus | Statement: [Universiti Kebangsaan Malaysia, hasCampus, UKM Cheras campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UKM Cheras campus Context triple: [Universiti Kebangsaan Malaysia, hasCampus, UKM Cheras campus]
-
A.
UKM Kuala Lumpur campus
chosen
UKM Kuala Lumpur campus is an urban branch of Universiti Kebangsaan Malaysia that hosts various academic, research, and professional programs in Malaysia’s capital city.
-
B.
Universiti Malaysia Kelantan Jeli Campus
Universiti Malaysia Kelantan Jeli Campus is a branch campus of Universiti Malaysia Kelantan located in Jeli, Kelantan, focusing primarily on science, technology, and agriculture-related programs.
-
C.
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.
-
D.
University of Nottingham Malaysia Campus
The University of Nottingham Malaysia Campus is the Malaysian branch of the UK-based University of Nottingham, offering British-style higher education and research programs in Southeast Asia.
-
E.
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.
- 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_69cfa0721430819091abe8c13a745725 |
completed | April 3, 2026, 11:11 a.m. |
Created at: March 30, 2026, 6:48 p.m.