Triple
T19891631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Province, Zambia |
E478043
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object |
Chibombo District
Chibombo District is an administrative district in Zambia known for its largely rural communities and agricultural activities within the country's Central Province.
|
E1409977
|
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: Chibombo District | Statement: [Central Province, Zambia, hasDistrict, Chibombo District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chibombo District Context triple: [Central Province, Zambia, hasDistrict, Chibombo District]
-
A.
Mberengwa District
Mberengwa District is a rural administrative district in Zimbabwe’s Midlands Province, known for its scattered villages, mining activities, and subsistence agriculture.
-
B.
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.
-
C.
Likoma District
Likoma District is an administrative district of Malawi encompassing Likoma Island and surrounding areas in Lake Malawi.
-
D.
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.
-
E.
Bukomansimbi District
Bukomansimbi District is a rural administrative district in southern Uganda known for small-scale agriculture and its location within the country’s Central Region.
- 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: Chibombo District Triple: [Central Province, Zambia, hasDistrict, Chibombo District]
Generated description
Chibombo District is an administrative district in Zambia known for its largely rural communities and agricultural activities within the country's Central Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chibombo District Target entity description: Chibombo District is an administrative district in Zambia known for its largely rural communities and agricultural activities within the country's Central Province.
-
A.
Mberengwa District
Mberengwa District is a rural administrative district in Zimbabwe’s Midlands Province, known for its scattered villages, mining activities, and subsistence agriculture.
-
B.
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.
-
C.
Likoma District
Likoma District is an administrative district of Malawi encompassing Likoma Island and surrounding areas in Lake Malawi.
-
D.
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.
-
E.
Bukomansimbi District
Bukomansimbi District is a rural administrative district in southern Uganda known for small-scale agriculture and its location within the country’s Central Region.
- 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_6a081f2428d88190bd5aaad3c005779b |
completed | May 16, 2026, 7:39 a.m. |
| NEDg | Description generation | batch_6a08203132d48190b3f1313dae3e6fc1 |
completed | May 16, 2026, 7:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0821390af08190a4aca33d33f0e71d |
completed | May 16, 2026, 7:48 a.m. |
Created at: April 10, 2026, 1:52 p.m.