Triple
T15324183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universiti Brunei Darussalam |
E366366
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
UBD School of Business and Economics
UBD School of Business and Economics is the business and economics faculty of Universiti Brunei Darussalam, offering undergraduate and postgraduate programs focused on management, finance, economics, and related fields.
|
E1150220
|
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: UBD School of Business and Economics | Statement: [Universiti Brunei Darussalam, hasFaculty, UBD School of Business and Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UBD School of Business and Economics Context triple: [Universiti Brunei Darussalam, hasFaculty, UBD School of Business and Economics]
-
A.
Odette School of Business
Odette School of Business is the business faculty of the University of Windsor, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
B.
Suleman Dawood School of Business
Suleman Dawood School of Business is a leading Pakistani business school known for its rigorous management education and research, operating as the business faculty of the Lahore University of Management Sciences (LUMS).
-
C.
Meinders School of Business
Meinders School of Business is the business school of Oklahoma City University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and economics.
-
D.
NOVA School of Business and Economics
NOVA School of Business and Economics is a leading European business school in Portugal known for its internationally accredited programs in management, economics, and finance.
-
E.
Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
- 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: UBD School of Business and Economics Triple: [Universiti Brunei Darussalam, hasFaculty, UBD School of Business and Economics]
Generated description
UBD School of Business and Economics is the business and economics faculty of Universiti Brunei Darussalam, offering undergraduate and postgraduate programs focused on management, finance, economics, and related fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UBD School of Business and Economics Target entity description: UBD School of Business and Economics is the business and economics faculty of Universiti Brunei Darussalam, offering undergraduate and postgraduate programs focused on management, finance, economics, and related fields.
-
A.
Odette School of Business
Odette School of Business is the business faculty of the University of Windsor, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
B.
Suleman Dawood School of Business
Suleman Dawood School of Business is a leading Pakistani business school known for its rigorous management education and research, operating as the business faculty of the Lahore University of Management Sciences (LUMS).
-
C.
Meinders School of Business
Meinders School of Business is the business school of Oklahoma City University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and economics.
-
D.
NOVA School of Business and Economics
NOVA School of Business and Economics is a leading European business school in Portugal known for its internationally accredited programs in management, economics, and finance.
-
E.
Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
- 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_69d85a121520819093dcce999fdefe1a |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03dd5ce0c819093c9a14de549dff6 |
completed | April 16, 2026, 1:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef8aaef608190bd3ec9fdd215afbb |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fefa435efc81908c1e88267e745cdd |
completed | May 9, 2026, 9:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefb2ee9108190b3d8633cc9713c7b |
completed | May 9, 2026, 9:15 a.m. |
Created at: April 10, 2026, 3:16 a.m.