Triple
T19891627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Province, Zambia |
E478043
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object | Kapiri Mposhi District |
—
|
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: Kapiri Mposhi District | Statement: [Central Province, Zambia, hasDistrict, Kapiri Mposhi District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kapiri Mposhi District Context triple: [Central Province, Zambia, hasDistrict, Kapiri Mposhi District]
-
A.
Namisindwa District
Namisindwa District is a rural administrative district in eastern Uganda, located along the country’s border with Kenya.
-
B.
Namwala District
Namwala District is an administrative district in Zambia known for its predominantly Ila-speaking cattle-herding communities and location along the Kafue River floodplains.
-
C.
Mberengwa District
Mberengwa District is a rural administrative district in Zimbabwe’s Midlands Province, known for its scattered villages, mining activities, and subsistence agriculture.
-
D.
Kasulu District
Kasulu District is an administrative district in western Tanzania known for its large rural population and proximity to the Burundi border.
-
E.
Mpulungu District
Mpulungu District is an administrative district in Zambia’s Northern Province, known for encompassing the lakeside town and port of Mpulungu on the shores of Lake Tanganyika.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kapiri Mposhi District Target entity description: Kapiri Mposhi District is an administrative district in Zambia known for its strategic location as a transportation hub, particularly for rail and road links connecting different parts of the country and the region.
-
A.
Namisindwa District
Namisindwa District is a rural administrative district in eastern Uganda, located along the country’s border with Kenya.
-
B.
Namwala District
Namwala District is an administrative district in Zambia known for its predominantly Ila-speaking cattle-herding communities and location along the Kafue River floodplains.
-
C.
Mberengwa District
Mberengwa District is a rural administrative district in Zimbabwe’s Midlands Province, known for its scattered villages, mining activities, and subsistence agriculture.
-
D.
Kasulu District
Kasulu District is an administrative district in western Tanzania known for its large rural population and proximity to the Burundi border.
-
E.
Mpulungu District
Mpulungu District is an administrative district in Zambia’s Northern Province, known for encompassing the lakeside town and port of Mpulungu on the shores of Lake Tanganyika.
- F. None of above. chosen
Provenance (2 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_69d8e51f32b08190b3687f4f60353250 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6590ed7988190bc6b610d1f4fa194 |
completed | April 20, 2026, 4:49 p.m. |
Created at: April 10, 2026, 1:52 p.m.