Triple
T8838577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Subang Jaya |
E210328
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object | Monash University Malaysia (nearby in Bandar Sunway) |
E321246
|
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: Monash University Malaysia (nearby in Bandar Sunway) | Statement: [Subang Jaya, hasCollege, Monash University Malaysia (nearby in Bandar Sunway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Monash University Malaysia (nearby in Bandar Sunway) Context triple: [Subang Jaya, hasCollege, Monash University Malaysia (nearby in Bandar Sunway)]
-
A.
Monash University Malaysia
chosen
Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
-
B.
Sunway University (Malaysia)
Sunway University is a leading private Malaysian university in Subang Jaya known for its strong industry links, international partnerships, and emphasis on research and quality teaching.
-
C.
Malaysia Campus
Malaysia Campus is the Malaysian branch of Heriot-Watt University, offering British-style higher education and research programs in Southeast Asia.
-
D.
Malaysia Campus
Malaysia Campus is the University of Nottingham’s international branch campus in Malaysia, offering British-style higher education and research in an Asian setting.
-
E.
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.
- 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_69cf89933e8c81909672bcec70f7d5ce |
completed | April 3, 2026, 9:34 a.m. |
Created at: March 30, 2026, 6:48 p.m.