Triple
T23253315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Venda |
E581795
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Management, Commerce and Law
The Faculty of Management, Commerce and Law is an academic division of the University of Venda that offers programs in business, economics, and legal studies.
|
E1579079
|
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, Commerce and Law | Statement: [University of Venda, hasFaculty, Faculty of Management, Commerce and Law]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Management, Commerce and Law Context triple: [University of Venda, hasFaculty, Faculty of Management, Commerce and Law]
-
A.
Faculty of Commerce, Law and Management
The Faculty of Commerce, Law and Management is an academic division of the University of the Witwatersrand in Johannesburg that offers programs in business, legal studies, and public and management disciplines.
-
B.
Faculty of Management and Law
The Faculty of Management and Law is an academic division of the University of Limpopo that offers programs and research in business, management, and legal studies.
-
C.
Faculty of Business, Economics and Law
The Faculty of Business, Economics and Law is an academic division of the Cologne University of Applied Sciences offering interdisciplinary programs and research in management, economic sciences, and legal studies.
-
D.
Faculty of Business, Economics and Law
The Faculty of Business, Economics and Law is a division of Auckland University of Technology that offers education and research programs in business, economic sciences, and legal studies.
-
E.
Faculty of Business and Law
The Faculty of Business and Law is an academic division of De Montfort University offering higher education and research in business, management, and legal studies.
- 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, Commerce and Law Triple: [University of Venda, hasFaculty, Faculty of Management, Commerce and Law]
Generated description
The Faculty of Management, Commerce and Law is an academic division of the University of Venda that offers programs in business, economics, and legal studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Management, Commerce and Law Target entity description: The Faculty of Management, Commerce and Law is an academic division of the University of Venda that offers programs in business, economics, and legal studies.
-
A.
Faculty of Commerce, Law and Management
The Faculty of Commerce, Law and Management is an academic division of the University of the Witwatersrand in Johannesburg that offers programs in business, legal studies, and public and management disciplines.
-
B.
Faculty of Management and Law
The Faculty of Management and Law is an academic division of the University of Limpopo that offers programs and research in business, management, and legal studies.
-
C.
Faculty of Business, Economics and Law
The Faculty of Business, Economics and Law is an academic division of the Cologne University of Applied Sciences offering interdisciplinary programs and research in management, economic sciences, and legal studies.
-
D.
Faculty of Business, Economics and Law
The Faculty of Business, Economics and Law is a division of Auckland University of Technology that offers education and research programs in business, economic sciences, and legal studies.
-
E.
Faculty of Business and Law
The Faculty of Business and Law is an academic division of De Montfort University offering higher education and research in business, management, and legal studies.
- 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_69e24606b17c81908aba1a4911c8a8ba |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193f840dc819098e52272abefe616 |
completed | April 29, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f6a050c81908242087190a5a42e |
completed | May 19, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_6a0c4028b44c8190bde6e2c76b5f1587 |
completed | May 19, 2026, 10:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4367753c8190a4f6dbf2afd12b76 |
completed | May 19, 2026, 11:03 a.m. |
Created at: April 17, 2026, 4:11 p.m.