Triple
T10522997
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Malaya |
E248221
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Engineering, University of Malaya
The Faculty of Engineering, University of Malaya is a leading Malaysian engineering school offering a wide range of undergraduate and postgraduate programs and conducting research across major engineering disciplines.
|
E869249
|
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: Faculty of Engineering, University of Malaya | Statement: [University of Malaya, hasFaculty, Faculty of Engineering, University of Malaya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Engineering, University of Malaya Context triple: [University of Malaya, hasFaculty, Faculty of Engineering, University of Malaya]
-
A.
Universiti Teknologi Malaysia
Universiti Teknologi Malaysia is a leading Malaysian public research university renowned for its engineering and technology programs.
-
B.
Heriot-Watt University Malaysia Campus
Heriot-Watt University Malaysia Campus is the Malaysian branch of the Scottish Heriot-Watt University, offering British-style higher education and research programs in engineering, business, and related fields.
-
C.
NUS Faculty of Engineering
The NUS Faculty of Engineering is a leading engineering school of the National University of Singapore, renowned for its research-intensive programs and strong industry partnerships across multiple engineering disciplines.
-
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.
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.
- 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: Faculty of Engineering, University of Malaya Triple: [University of Malaya, hasFaculty, Faculty of Engineering, University of Malaya]
Generated description
The Faculty of Engineering, University of Malaya is a leading Malaysian engineering school offering a wide range of undergraduate and postgraduate programs and conducting research across major engineering disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Engineering, University of Malaya Target entity description: The Faculty of Engineering, University of Malaya is a leading Malaysian engineering school offering a wide range of undergraduate and postgraduate programs and conducting research across major engineering disciplines.
-
A.
Universiti Teknologi Malaysia
Universiti Teknologi Malaysia is a leading Malaysian public research university renowned for its engineering and technology programs.
-
B.
Heriot-Watt University Malaysia Campus
Heriot-Watt University Malaysia Campus is the Malaysian branch of the Scottish Heriot-Watt University, offering British-style higher education and research programs in engineering, business, and related fields.
-
C.
NUS Faculty of Engineering
The NUS Faculty of Engineering is a leading engineering school of the National University of Singapore, renowned for its research-intensive programs and strong industry partnerships across multiple engineering disciplines.
-
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.
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.
- F. None of above. chosen
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_69d381c5c7448190bec34bee7ec72bac |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509e0907481908807dd99980cba1f |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d90e1c73208190aa3d3e30aa4482ac |
completed | April 10, 2026, 2:50 p.m. |
| NEDg | Description generation | batch_69d9107e8b94819086ebba1675a0db54 |
completed | April 10, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d911a16b1481909197b00c30de48c4 |
completed | April 10, 2026, 3:05 p.m. |
Created at: April 6, 2026, 12:29 p.m.