Triple
T11930331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vaal University of Technology |
E283893
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of the Vaal University of Technology that offers business and management-related education and research programs.
|
E955610
|
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 Sciences | Statement: [Vaal University of Technology, hasFaculty, Faculty of Management Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Management Sciences Context triple: [Vaal University of Technology, hasFaculty, Faculty of Management Sciences]
-
A.
Faculty of Management Sciences
The Faculty of Management Sciences at the International Islamic University Islamabad is an academic division offering business and management education and research programs within an Islamic and contemporary framework.
-
B.
Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of Gomal University that offers education and research programs in business, management, and related disciplines.
-
C.
Faculty of Management Sciences
The Faculty of Management Sciences at Rivers State University is an academic division focused on teaching and research in business, management, and related social and economic disciplines.
-
D.
Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of Bayero University Kano that offers teaching and research programs in business, finance, and related management disciplines.
-
E.
Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of the University of Balochistan that offers education and research programs in business, management, and related 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 Management Sciences Triple: [Vaal University of Technology, hasFaculty, Faculty of Management Sciences]
Generated description
The Faculty of Management Sciences is an academic division of the Vaal University of Technology that offers business and management-related education and research programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Management Sciences Target entity description: The Faculty of Management Sciences is an academic division of the Vaal University of Technology that offers business and management-related education and research programs.
-
A.
Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of the Central University of Technology that offers education and research programs in business, management, and related applied disciplines.
-
B.
Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of the Namibia University of Science and Technology that focuses on business, management, and related professional disciplines.
-
C.
Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of the University of Port Harcourt that offers teaching and research programs in business, finance, administration, and related management fields.
-
D.
Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of the University of Balochistan that offers education and research programs in business, management, and related disciplines.
-
E.
Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of Gomal University that offers education and research programs in business, management, and related 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_69d6ab2ce9c48190b5d39511b524f666 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90303a9a88190a4044e6310ba9b4b |
completed | April 10, 2026, 2:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4406ee910819093c72738bfe3f92c |
completed | May 1, 2026, 5:55 a.m. |
| NEDg | Description generation | batch_69f448fb898081908a8ffd0da703c0f9 |
completed | May 1, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f44b9e662881908549e041f6a05e38 |
completed | May 1, 2026, 6:43 a.m. |
Created at: April 8, 2026, 9:45 p.m.