Triple
T6087232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sasolburg |
E135668
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Flavius Mareka TVET College
Flavius Mareka TVET College is a public technical and vocational education and training institution in Sasolburg, South Africa, offering career-focused and skills-based programmes.
|
E566485
|
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: Flavius Mareka TVET College | Statement: [Sasolburg, hasEducationalInstitution, Flavius Mareka TVET College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flavius Mareka TVET College Context triple: [Sasolburg, hasEducationalInstitution, Flavius Mareka TVET College]
-
A.
T.A. Marryshow Community College
T.A. Marryshow Community College is a major tertiary education institution in Grenada offering a range of academic, technical, and vocational programs.
-
B.
Bánki Donát Technical College
Bánki Donát Technical College was a Hungarian higher education institution specializing in engineering and technical studies that later became part of Óbuda University.
-
C.
Napier College of Commerce and Technology
Napier College of Commerce and Technology was a former further and higher education institution in Edinburgh that evolved into what is now Edinburgh Napier University.
-
D.
Swinburne Technical College
Swinburne Technical College was an Australian vocational and technical education institution in Melbourne that later became part of Swinburne University of Technology.
-
E.
Nova University of Advanced Technology
Nova University of Advanced Technology was the original name of what is now Nova Southeastern University, a private research university based in Florida.
- 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: Flavius Mareka TVET College Triple: [Sasolburg, hasEducationalInstitution, Flavius Mareka TVET College]
Generated description
Flavius Mareka TVET College is a public technical and vocational education and training institution in Sasolburg, South Africa, offering career-focused and skills-based programmes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flavius Mareka TVET College Target entity description: Flavius Mareka TVET College is a public technical and vocational education and training institution in Sasolburg, South Africa, offering career-focused and skills-based programmes.
-
A.
T.A. Marryshow Community College
T.A. Marryshow Community College is a major tertiary education institution in Grenada offering a range of academic, technical, and vocational programs.
-
B.
Bánki Donát Technical College
Bánki Donát Technical College was a Hungarian higher education institution specializing in engineering and technical studies that later became part of Óbuda University.
-
C.
Napier College of Commerce and Technology
Napier College of Commerce and Technology was a former further and higher education institution in Edinburgh that evolved into what is now Edinburgh Napier University.
-
D.
Swinburne Technical College
Swinburne Technical College was an Australian vocational and technical education institution in Melbourne that later became part of Swinburne University of Technology.
-
E.
Nova University of Advanced Technology
Nova University of Advanced Technology was the original name of what is now Nova Southeastern University, a private research university based in Florida.
- 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_69c0087bcc788190b20f093d3a6c60ec |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0578bf2508190859c2dbd4c10b316 |
completed | March 22, 2026, 8:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11d60e824819098a9f5fc5cc00be4 |
completed | March 23, 2026, 11 a.m. |
| NEDg | Description generation | batch_69c11e4454948190a8f4643cb55e673a |
completed | March 23, 2026, 11:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c11ec554688190bfe184608944a15e |
completed | March 23, 2026, 11:06 a.m. |
Created at: March 22, 2026, 4:12 p.m.