Triple
T11363146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ditsobotla Local Municipality |
E269134
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Ngaka Modiri Molema District |
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 | Statement: [Ditsobotla Local Municipality, region, Ngaka Modiri Molema District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngaka Modiri Molema District Context triple: [Ditsobotla Local Municipality, region, Ngaka Modiri Molema District]
-
A.
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.
-
B.
Samtse District
Samtse District is an administrative district in southwestern Bhutan known for its subtropical climate, agricultural production, and location along the border with India.
-
C.
Insiza District
Insiza District is a rural administrative district in Zimbabwe’s Matabeleland South Province, known for its mining and agricultural activities.
-
D.
Kgatleng District
Kgatleng District is an administrative region in southeastern Botswana known for its rural villages and proximity to the capital, Gaborone.
-
E.
Gert Sibande District Municipality
Gert Sibande District Municipality is an administrative district in the Mpumalanga province of South Africa, known for its agricultural and coal-mining economy and encompassing towns such as Standerton, Ermelo, and Secunda.
- 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_69d6aacbe18081909e5fadb50082dd96 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea4589908190948a8225768e1eec |
completed | April 9, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f43f15873881909e98e79283056573 |
completed | May 1, 2026, 5:50 a.m. |
Created at: April 8, 2026, 9:33 p.m.