Triple
T3056792
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midrand |
E60499
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
Midrand Graduate Institute
Midrand Graduate Institute is a private higher education institution in Midrand, South Africa, offering career-focused undergraduate and postgraduate degree programs.
|
E323449
|
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: Midrand Graduate Institute | Statement: [Midrand, hasInstitution, Midrand Graduate Institute]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Midrand Graduate Institute Context triple: [Midrand, hasInstitution, Midrand Graduate Institute]
-
A.
Chandaria School of Business
Chandaria School of Business is the business school of United States International University Africa in Nairobi, offering undergraduate and graduate programs in business and management.
-
B.
Nelson Mandela School of Science and Technology
Nelson Mandela School of Science and Technology is a secondary school in Mvezo, South Africa, focused on providing advanced education in science and technology, named in honor of Nelson Mandela.
-
C.
ICN Business School
ICN Business School is a French grande école and business school known for its management and business programs, with its historic roots and main campus in Nancy.
-
D.
Beacom School of Business
Beacom School of Business is the business school of the University of South Dakota, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
E.
Madison Business College
Madison Business College was a former private business school in Madison, Wisconsin, known for training students in practical commercial and secretarial skills.
- 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: Midrand Graduate Institute Triple: [Midrand, hasInstitution, Midrand Graduate Institute]
Generated description
Midrand Graduate Institute is a private higher education institution in Midrand, South Africa, offering career-focused undergraduate and postgraduate degree programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Midrand Graduate Institute Target entity description: Midrand Graduate Institute is a private higher education institution in Midrand, South Africa, offering career-focused undergraduate and postgraduate degree programs.
-
A.
Chandaria School of Business
Chandaria School of Business is the business school of United States International University Africa in Nairobi, offering undergraduate and graduate programs in business and management.
-
B.
Nelson Mandela School of Science and Technology
Nelson Mandela School of Science and Technology is a secondary school in Mvezo, South Africa, focused on providing advanced education in science and technology, named in honor of Nelson Mandela.
-
C.
ICN Business School
ICN Business School is a French grande école and business school known for its management and business programs, with its historic roots and main campus in Nancy.
-
D.
Beacom School of Business
Beacom School of Business is the business school of the University of South Dakota, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
E.
Madison Business College
Madison Business College was a former private business school in Madison, Wisconsin, known for training students in practical commercial and secretarial skills.
- 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_69ad8578137c81908259dcb27c7d6d7c |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ad9e13f16c81909e11ed1444c71151 |
completed | March 8, 2026, 4:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1ef0671e48190a793f907cc211dd8 |
completed | March 11, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69b1efcf4da08190a9fd5fd88bba0358 |
completed | March 11, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f1ce72388190871884c99526057d |
completed | March 11, 2026, 10:50 p.m. |
Created at: March 8, 2026, 3:02 p.m.