Triple
T19891628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Province, Zambia |
E478043
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object |
Mkushi District
Mkushi District is an administrative district in Zambia known for its commercial farming activities, particularly large-scale agriculture and cattle ranching.
|
E1407905
|
NE FINISHED |
How this triple was built (4 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: Mkushi District | Statement: [Central Province, Zambia, hasDistrict, Mkushi District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mkushi District Context triple: [Central Province, Zambia, hasDistrict, Mkushi District]
-
A.
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.
-
B.
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.
-
C.
Musanze District
Musanze District is a prominent district in Rwanda known for its proximity to Volcanoes National Park and its role as a gateway for mountain gorilla trekking tourism.
-
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.
Nsimbo District
Nsimbo District is an administrative district in western Tanzania, located in Katavi Region and known for its largely rural character and proximity to protected wildlife areas.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Mkushi District Triple: [Central Province, Zambia, hasDistrict, Mkushi District]
Generated description
Mkushi District is an administrative district in Zambia known for its commercial farming activities, particularly large-scale agriculture and cattle ranching.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mkushi District Target entity description: Mkushi District is an administrative district in Zambia known for its commercial farming activities, particularly large-scale agriculture and cattle ranching.
-
A.
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.
-
B.
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.
-
C.
Musanze District
Musanze District is a prominent district in Rwanda known for its proximity to Volcanoes National Park and its role as a gateway for mountain gorilla trekking tourism.
-
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.
Nsimbo District
Nsimbo District is an administrative district in western Tanzania, located in Katavi Region and known for its largely rural character and proximity to protected wildlife areas.
- F. None of above. chosen
Provenance (5 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. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080e13e3908190acd972c79928228b |
completed | May 16, 2026, 6:26 a.m. |
| NEDg | Description generation | batch_6a0811da4d08819087071da5e46acb37 |
completed | May 16, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a081269f1cc8190ab30b8a0c6022505 |
completed | May 16, 2026, 6:44 a.m. |
Created at: April 10, 2026, 1:52 p.m.