Triple
T21630059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moroka Swallows F.C. |
E533806
|
entity |
| Predicate | associationFootballClubFrom |
P122741
|
FINISHED |
| Object | Soweto |
—
|
NE NERFINISHED |
How this triple was built (3 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: Soweto | Statement: [Moroka Swallows F.C., associationFootballClubFrom, Soweto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Soweto Context triple: [Moroka Swallows F.C., associationFootballClubFrom, Soweto]
-
A.
Soweto
chosen
Soweto is a historically significant township in Johannesburg, South Africa, known for its central role in the struggle against apartheid and its rich urban culture.
-
B.
Sophiatown
Sophiatown was a vibrant, historically significant multiracial suburb of Johannesburg, South Africa, known for its rich cultural and political life before its destruction under apartheid-era forced removals.
-
C.
Place de Soweto
Place de Soweto is a public square in central Dakar, Senegal, named in solidarity with the South African township of Soweto and often associated with political and historical commemoration.
-
D.
Hillbrow
Hillbrow is a densely populated inner-city residential neighborhood in Johannesburg, South Africa, known for its high-rise buildings, vibrant street life, and history of social and economic challenges.
-
E.
Rivonia
Rivonia is a suburb of Johannesburg, South Africa, known for its role in the anti-apartheid struggle and as the site of the historic Rivonia Trial arrests.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associationFootballClubFrom Context triple: [Moroka Swallows F.C., associationFootballClubFrom, Soweto]
-
A.
associationFootballClubIn
chosen
Indicates that an association football (soccer) club is located in or based in a specified place or region.
-
B.
associationFootballClub
Indicates that the subject is an association football (soccer) club, i.e., an organized team entity that plays the sport of association football.
-
C.
associationFootballTeamOf
Indicates that one entity is the association football (soccer) team to which the other entity belongs or is affiliated.
-
D.
associatedWithFootballClub
Indicates that there is a relationship of affiliation or connection between an entity and a football club.
-
E.
associatedClubCommonName
Indicates that there is a relationship linking an entity to the commonly used or popular name of a club with which it is associated.
- F. None of above.
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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef5215ae3c81909e6dedba23822970 |
completed | April 27, 2026, 12:09 p.m. |
| PD | Predicate disambiguation | batch_69e69677b9c48190bf81f795aa8ad74e |
completed | April 20, 2026, 9:11 p.m. |
Created at: April 16, 2026, 6:34 p.m.