Triple
T8089137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mambwe people |
E188809
|
entity |
| Predicate | countrySubdivision |
P766
|
FINISHED |
| Object | Mbala District |
E66994
|
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: Mbala District | Statement: [Mambwe people, countrySubdivision, Mbala District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mbala District Context triple: [Mambwe people, countrySubdivision, Mbala District]
-
A.
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.
-
B.
Mwinilunga District
chosen
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.
Nzega District
Nzega District is an administrative district in central Tanzania known for its rural communities and agriculture, located within the country’s Tabora Region.
-
D.
Massinga District
Massinga District is an administrative district located within Inhambane Province in southern Mozambique, known for its coastal areas along the Indian Ocean and predominantly rural communities.
-
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.
- 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_69ca82b7b3e88190b9041ab0ef28b3cb |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb421c717c819089dd88c30a6401aa |
completed | March 31, 2026, 3:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccecf8f4a48190be0af148a9da4713 |
completed | April 1, 2026, 10:01 a.m. |
Created at: March 30, 2026, 5:29 p.m.