Triple
T22856114
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flavius Mareka TVET College |
E566485
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
Flavius Mareka TVET
Flavius Mareka TVET is a South African public technical and vocational education and training college offering career-focused programs in fields such as engineering, business, and occupational studies.
|
E1559243
|
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 | Statement: [Flavius Mareka TVET College, abbreviation, Flavius Mareka TVET]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flavius Mareka TVET Context triple: [Flavius Mareka TVET College, abbreviation, Flavius Mareka TVET]
-
A.
Christian M. Ravndal
Christian M. Ravndal was an American diplomat who served as the United States Ambassador to Hungary.
-
B.
Jan P. Syse
Jan P. Syse was a Norwegian lawyer and politician who served as Prime Minister of Norway and was a prominent figure in the Conservative Party.
-
C.
Johannes Talen
Johannes Talen is a notable individual from Amersfoort, Netherlands, recognized for his contributions in his field.
-
D.
Marius Meland
Marius Meland is an entrepreneur and media professional best known as the founder of the publication Might magazine.
-
E.
Lars Oftedal
Lars Oftedal was a prominent Norwegian priest, politician, and newspaper editor who played a key role in public life in late 19th-century Norway.
- 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 Triple: [Flavius Mareka TVET College, abbreviation, Flavius Mareka TVET]
Generated description
Flavius Mareka TVET is a South African public technical and vocational education and training college offering career-focused programs in fields such as engineering, business, and occupational studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flavius Mareka TVET Target entity description: Flavius Mareka TVET is a South African public technical and vocational education and training college offering career-focused programs in fields such as engineering, business, and occupational studies.
-
A.
Christian M. Ravndal
Christian M. Ravndal was an American diplomat who served as the United States Ambassador to Hungary.
-
B.
Jan P. Syse
Jan P. Syse was a Norwegian lawyer and politician who served as Prime Minister of Norway and was a prominent figure in the Conservative Party.
-
C.
Johannes Talen
Johannes Talen is a notable individual from Amersfoort, Netherlands, recognized for his contributions in his field.
-
D.
Marius Meland
Marius Meland is an entrepreneur and media professional best known as the founder of the publication Might magazine.
-
E.
Lars Oftedal
Lars Oftedal was a prominent Norwegian priest, politician, and newspaper editor who played a key role in public life in late 19th-century Norway.
- 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_69e2458750b481908a8e4cf4609cc6cf |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17ebc6a088190890f2474f18a10eb |
completed | April 29, 2026, 3:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bae87f2548190b7e226cec45ce06a |
completed | May 19, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_6a0bb073073c819086eb73d5dfaf3887 |
completed | May 19, 2026, 12:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bb100b2008190bc741883a9efb2df |
completed | May 19, 2026, 12:38 a.m. |
Created at: April 17, 2026, 3:37 p.m.