Triple
T23253321
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Venda |
E581795
|
entity |
| Predicate | hasSchool |
P113
|
FINISHED |
| Object |
School of Management Sciences
The School of Management Sciences is an academic division of the University of Venda that offers programs and research in business, management, and related disciplines.
|
E1581201
|
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 Management Sciences | Statement: [University of Venda, hasSchool, School of Management Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Management Sciences Context triple: [University of Venda, hasSchool, School of Management Sciences]
-
A.
School of Management Sciences
The School of Management Sciences is an academic unit of Tezpur University that offers education and research programs in business and management disciplines.
-
B.
School of Management Sciences
The School of Management Sciences is an academic faculty of the University of Juba specializing in business, management, and related social science disciplines.
-
C.
School of Management Studies
The School of Management Studies is the business and management education department of the National Institute of Technology Calicut, offering postgraduate and research programs in management.
-
D.
School of Management Studies
The School of Management Studies is the business and management education and research department of the University of Hyderabad, offering postgraduate and doctoral programs in management.
-
E.
School of Management
The School of Management is Swansea University's business and management faculty, offering education and research in areas such as business, finance, marketing, and entrepreneurship.
- 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 Management Sciences Triple: [University of Venda, hasSchool, School of Management Sciences]
Generated description
The School of Management Sciences is an academic division of the University of Venda that offers programs and research in business, management, and related disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Management Sciences Target entity description: The School of Management Sciences is an academic division of the University of Venda that offers programs and research in business, management, and related disciplines.
-
A.
School of Management Sciences
The School of Management Sciences is an academic unit of Tezpur University that offers education and research programs in business and management disciplines.
-
B.
School of Management Sciences
The School of Management Sciences is an academic faculty of the University of Juba specializing in business, management, and related social science disciplines.
-
C.
School of Management Studies
The School of Management Studies is the business and management education and research department of the University of Hyderabad, offering postgraduate and doctoral programs in management.
-
D.
School of Management Studies
The School of Management Studies is the business and management education department of the National Institute of Technology Calicut, offering postgraduate and research programs in management.
-
E.
School of Management
The School of Management is Swansea University's business and management faculty, offering education and research in areas such as business, finance, marketing, and entrepreneurship.
- 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_6a0c4c82e434819085e5842853ffcf57 |
completed | May 19, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a0c4ef9dcc48190b0c0ca52555f5490 |
completed | May 19, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c506fc3448190bbd36ba192f30e58 |
completed | May 19, 2026, 11:58 a.m. |
Created at: April 17, 2026, 4:11 p.m.