Triple
T2302016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Fort Hare |
E51753
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Management and Commerce
The Faculty of Management and Commerce is an academic division of the University of Fort Hare that offers business, management, and commerce-related education and research programs.
|
E265733
|
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 Management and Commerce | Statement: [University of Fort Hare, hasFaculty, Faculty of Management and Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Management and Commerce Context triple: [University of Fort Hare, hasFaculty, Faculty of Management and Commerce]
-
A.
Faculty of Business Management
The Faculty of Business Management is an academic division of the National Economics University specializing in education and research in business administration and management.
-
B.
Faculty of Commerce and Management Science
The Faculty of Commerce and Management Science is an academic division of Dibrugarh University that offers education and research programs in business, commerce, and management disciplines.
-
C.
Faculty of Management
The Faculty of Management at Gauhati University is an academic division specializing in business and management education, research, and professional training.
-
D.
Faculty of Management
The Faculty of Management at the University of Tehran is a leading Iranian academic institution specializing in education and research in business, management, and related fields.
-
E.
Faculty of Management
The Faculty of Management is the business and management education division of Laurentian University, offering programs in areas such as commerce, administration, and organizational leadership.
- 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 Management and Commerce Triple: [University of Fort Hare, hasFaculty, Faculty of Management and Commerce]
Generated description
The Faculty of Management and Commerce is an academic division of the University of Fort Hare that offers business, management, and commerce-related education and research programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Management and Commerce Target entity description: The Faculty of Management and Commerce is an academic division of the University of Fort Hare that offers business, management, and commerce-related education and research programs.
-
A.
Faculty of Business Management
The Faculty of Business Management is an academic division of the National Economics University specializing in education and research in business administration and management.
-
B.
Faculty of Commerce and Management Science
The Faculty of Commerce and Management Science is an academic division of Dibrugarh University that offers education and research programs in business, commerce, and management disciplines.
-
C.
Faculty of Management
The Faculty of Management is the business and management school of Istanbul Technical University, offering education and research in areas such as business administration, economics, and related disciplines.
-
D.
Faculty of Management
The Faculty of Management at the University of Tehran is a leading Iranian academic institution specializing in education and research in business, management, and related fields.
-
E.
Faculty of Management
The Faculty of Management is the business and management education division of Laurentian University, offering programs in areas such as commerce, administration, and organizational leadership.
- 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_69a88b0a9f248190bcff941463d8f65a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5ef51948190ae828d8ee02feb75 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf252db48190b51edd3032640d04 |
completed | March 9, 2026, 12:37 p.m. |
| NEDg | Description generation | batch_69aec5f1f2bc81909a8782d1b3abee79 |
completed | March 9, 2026, 1:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aec64dcb188190b552f21b205ab6fa |
completed | March 9, 2026, 1:08 p.m. |
Created at: March 4, 2026, 7:49 p.m.