Triple
T11476930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mmabatho |
E272045
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Ngaka Modiri Molema District Municipality |
E272046
|
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: Ngaka Modiri Molema District Municipality | Statement: [Mmabatho, locatedIn, Ngaka Modiri Molema District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngaka Modiri Molema District Municipality Context triple: [Mmabatho, locatedIn, Ngaka Modiri Molema District Municipality]
-
A.
Amajuba District Municipality
Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
-
B.
Alfred Nzo District Municipality
Alfred Nzo District Municipality is a local government district in South Africa’s Eastern Cape province, named after anti-apartheid activist Alfred Nzo and comprising several rural towns and communities.
-
C.
Thabo Mofutsanyana District Municipality
Thabo Mofutsanyana District Municipality is a local government district in South Africa’s Free State province, known for encompassing several rural towns and agricultural communities.
-
D.
Nkangala District Municipality
Nkangala District Municipality is a local government district in South Africa’s Mpumalanga province, known for its mix of industrial towns, mining activities, and rural settlements.
-
E.
Ngaka Modiri Molema District
chosen
Ngaka Modiri Molema District is an administrative district municipality in South Africa’s North West province, centered around the city of Mahikeng and known for its mix of urban and rural communities.
- 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_69d6aae0c8d881908a5a360c0be3242e |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8294e0fe08190b018e840146e27ca |
completed | April 9, 2026, 10:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f668479b188190ae720e77fbf6897f |
completed | May 2, 2026, 9:10 p.m. |
Created at: April 8, 2026, 9:36 p.m.