Triple
T8397247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | P. W. Botha |
E198083
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object | Grey College, Bloemfontein |
E200036
|
NE FINISHED |
How this triple was built (2 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: Grey College, Bloemfontein | Statement: [P. W. Botha, education, Grey College, Bloemfontein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grey College, Bloemfontein Context triple: [P. W. Botha, education, Grey College, Bloemfontein]
-
A.
Grey College, Bloemfontein
chosen
Grey College, Bloemfontein is a prestigious and historic South African boys' school in Bloemfontein known for its strong academic, cultural, and sporting traditions.
-
B.
Maritzburg College
Maritzburg College is a historic all-boys public school in Pietermaritzburg, South Africa, renowned for its strong academic, sporting, and cultural traditions.
-
C.
Bloemfontein campus
Bloemfontein campus is the primary campus of the University of the Orange Free State, located in the city of Bloemfontein, South Africa.
-
D.
Victoria College, Stellenbosch
Victoria College, Stellenbosch was a former higher education institution in Stellenbosch, South Africa, that later evolved into Stellenbosch University and was known for educating several prominent Afrikaner leaders.
-
E.
Pretoria Campus
Pretoria Campus is the main urban campus of the Tshwane University of Technology, located in South Africa’s administrative capital city.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82f816bc8190ab321c07d72208c1 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb818893348190a6ea2ff6a2e3e491 |
completed | March 31, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde867d21c8190b066a6c88273ec5a |
completed | April 2, 2026, 3:54 a.m. |
Created at: March 30, 2026, 6:04 p.m.