Triple
T19891630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Province, Zambia |
E478043
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object | Mumbwa 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: Mumbwa District | Statement: [Central Province, Zambia, hasDistrict, Mumbwa District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mumbwa District Context triple: [Central Province, Zambia, hasDistrict, Mumbwa District]
-
A.
Mwinilunga District
Mwinilunga District is a rural district in northwestern Zambia known for its lush forests, high rainfall, and location near the headwaters of major rivers including the Zambezi.
-
B.
Likoma District
Likoma District is an administrative district of Malawi encompassing Likoma Island and surrounding areas in Lake Malawi.
-
C.
Kalungu District
Kalungu District is an administrative district in central Uganda known for its predominantly rural communities and agriculture-based economy.
-
D.
Mberengwa District
Mberengwa District is a rural administrative district in Zimbabwe’s Midlands Province, known for its scattered villages, mining activities, and subsistence agriculture.
-
E.
Kwimba District
Kwimba District is an administrative district in northern Tanzania known for its predominantly rural communities and agriculture-based economy within the Mwanza Region.
- 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: Mumbwa District Target entity description: Mumbwa District is an administrative district in Zambia known for its agricultural activities and proximity to Kafue National Park.
-
A.
Mwinilunga District
Mwinilunga District is a rural district in northwestern Zambia known for its lush forests, high rainfall, and location near the headwaters of major rivers including the Zambezi.
-
B.
Likoma District
Likoma District is an administrative district of Malawi encompassing Likoma Island and surrounding areas in Lake Malawi.
-
C.
Kalungu District
Kalungu District is an administrative district in central Uganda known for its predominantly rural communities and agriculture-based economy.
-
D.
Mberengwa District
Mberengwa District is a rural administrative district in Zimbabwe’s Midlands Province, known for its scattered villages, mining activities, and subsistence agriculture.
-
E.
Kwimba District
Kwimba District is an administrative district in northern Tanzania known for its predominantly rural communities and agriculture-based economy within the Mwanza Region.
- 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.