Triple
T7073798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Lusaka |
E164763
|
entity |
| Predicate | hasAcademicDivision |
P50
|
FINISHED |
| Object |
School of Business
The School of Business is an academic division of the University of Lusaka that offers business-related education and training in fields such as management, finance, and entrepreneurship.
|
E648561
|
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: School of Business | Statement: [University of Lusaka, hasAcademicDivision, School of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Business Context triple: [University of Lusaka, hasAcademicDivision, School of Business]
-
A.
School of Business
The School of Business is the division of the Southern Alberta Institute of Technology that offers business-focused education and training programs in areas such as management, accounting, and marketing.
-
B.
School of Business
The School of Business at Stevens Institute of Technology is a technology-focused business school known for integrating analytics, innovation, and management education.
-
C.
School of Business
The School of Business is an academic division of Corban University that offers undergraduate and possibly graduate programs focused on business education and professional preparation.
-
D.
School of Business
The School of Business at North Carolina Central University is an academic unit that offers undergraduate and graduate programs focused on business education, management, and related professional fields.
-
E.
School of Business
The School of Business at the University of Dundee is an academic unit offering business-related education and research in areas such as management, finance, and economics.
- 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: School of Business Triple: [University of Lusaka, hasAcademicDivision, School of Business]
Generated description
The School of Business is an academic division of the University of Lusaka that offers business-related education and training in fields such as management, finance, and entrepreneurship.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Business Target entity description: The School of Business is an academic division of the University of Lusaka that offers business-related education and training in fields such as management, finance, and entrepreneurship.
-
A.
School of Business
The School of Business is the division of the Southern Alberta Institute of Technology that offers business-focused education and training programs in areas such as management, accounting, and marketing.
-
B.
School of Business
The School of Business is an academic division of Camosun College that offers business-related programs and courses in areas such as management, accounting, marketing, and entrepreneurship.
-
C.
School of Business
The School of Business is Oakwood University's academic division dedicated to business education, offering programs that prepare students for careers in areas such as management, finance, and marketing.
-
D.
School of Business
The School of Business is Reykjavík University's business faculty, offering education and research in areas such as management, finance, and entrepreneurship.
-
E.
School of Business
The School of Business at the University of Dundee is an academic unit offering business-related education and research in areas such as management, finance, and economics.
- 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_69c6887b96548190a8a9b3ac8adf4119 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e4ccb42c81909f5627aa97db7a84 |
completed | March 27, 2026, 8:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bf765d2481908d9ba1918f46bcda |
completed | March 28, 2026, 11:45 a.m. |
| NEDg | Description generation | batch_69c7c039bb708190b4ac14e19974774a |
completed | March 28, 2026, 11:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7c123c4b48190a76fb869f7abc553 |
completed | March 28, 2026, 11:53 a.m. |
Created at: March 27, 2026, 2:39 p.m.