Triple
T8838823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universiti Kebangsaan Malaysia |
E210333
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Engineering and Built Environment
The Faculty of Engineering and Built Environment is an academic division of Universiti Kebangsaan Malaysia that offers engineering and built environment programs, research, and professional training.
|
E762917
|
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 and Built Environment | Statement: [Universiti Kebangsaan Malaysia, hasFaculty, Faculty of Engineering and Built Environment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Engineering and Built Environment Context triple: [Universiti Kebangsaan Malaysia, hasFaculty, Faculty of Engineering and Built Environment]
-
A.
Faculty of Engineering and Built Environment
The Faculty of Engineering and Built Environment is an academic division of Universiti Sains Islam Malaysia that offers engineering and built environment programs integrating technical education with Islamic values.
-
B.
Faculty of Engineering and the Built Environment
The Faculty of Engineering and the Built Environment is an academic division of the Cape Peninsula University of Technology that offers engineering and built environment programs focused on technical, professional, and industry-oriented education and research.
-
C.
Faculty of Engineering and the Built Environment
The Faculty of Engineering and the Built Environment is the University of Johannesburg’s academic division dedicated to engineering, technology, and built environment disciplines, offering professional education and research in these fields.
-
D.
Faculty of Engineering and the Built Environment
The Faculty of Engineering and the Built Environment is an academic division of the University of the Witwatersrand in Johannesburg that offers engineering, architecture, planning, and related built-environment programs and research.
-
E.
Faculty of Engineering & the Built Environment
The Faculty of Engineering & the Built Environment is the University of Cape Town’s academic division responsible for education and research in engineering, architecture, planning, and related built environment 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: Faculty of Engineering and Built Environment Triple: [Universiti Kebangsaan Malaysia, hasFaculty, Faculty of Engineering and Built Environment]
Generated description
The Faculty of Engineering and Built Environment is an academic division of Universiti Kebangsaan Malaysia that offers engineering and built environment programs, research, and professional training.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Engineering and Built Environment Target entity description: The Faculty of Engineering and Built Environment is an academic division of Universiti Kebangsaan Malaysia that offers engineering and built environment programs, research, and professional training.
-
A.
Faculty of Engineering and Built Environment
The Faculty of Engineering and Built Environment is an academic division of Universiti Sains Islam Malaysia that offers engineering and built environment programs integrating technical education with Islamic values.
-
B.
Faculty of Engineering and the Built Environment
The Faculty of Engineering and the Built Environment is an academic division of the Cape Peninsula University of Technology that offers engineering and built environment programs focused on technical, professional, and industry-oriented education and research.
-
C.
Faculty of Engineering and the Built Environment
The Faculty of Engineering and the Built Environment is an academic division of the University of the Witwatersrand in Johannesburg that offers engineering, architecture, planning, and related built-environment programs and research.
-
D.
Faculty of Engineering and the Built Environment
The Faculty of Engineering and the Built Environment is the University of Johannesburg’s academic division dedicated to engineering, technology, and built environment disciplines, offering professional education and research in these fields.
-
E.
Faculty of Engineering & the Built Environment
The Faculty of Engineering & the Built Environment is the University of Cape Town’s academic division responsible for education and research in engineering, architecture, planning, and related built environment disciplines.
- 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_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. |
| NEDg | Description generation | batch_69cfa14f0f3c8190bf7081e51410a491 |
completed | April 3, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa28589708190b8fc32f4944d0a37 |
completed | April 3, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:48 p.m.