Triple
T8460948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grey College, Bloemfontein |
E200036
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Bloemfontein, Free State, South Africa |
E24732
|
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: Bloemfontein, Free State, South Africa | Statement: [Grey College, Bloemfontein, locatedIn, Bloemfontein, Free State, South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bloemfontein, Free State, South Africa Context triple: [Grey College, Bloemfontein, locatedIn, Bloemfontein, Free State, South Africa]
-
A.
Pretoria, South Africa
Pretoria, South Africa is one of the country’s three capital cities, serving as the administrative capital and a major center for government, education, and culture.
-
B.
Bloemfontein
chosen
Bloemfontein is a major South African city known as the seat of the country’s highest courts and one of its three national capitals.
-
C.
Arcadia, Pretoria
Arcadia, Pretoria is a historic inner-city suburb of South Africa’s administrative capital, known for its diplomatic missions, cultural institutions, and proximity to key government landmarks.
-
D.
Witbank
Witbank is a South African coal-mining city in Mpumalanga province, now officially known as Emalahleni.
-
E.
Potchefstroom
Potchefstroom is a historic university town in South Africa known for its academic institutions, military base, and role in the North West province’s agriculture and industry.
- 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_69ca83198c4c8190a337bf717d1813f5 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe4a0ff4c8190b17bbd33db632cea |
completed | March 31, 2026, 3:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1df214ac8190b59daa88e3a930bc |
completed | April 2, 2026, 7:42 a.m. |
Created at: March 30, 2026, 6:10 p.m.