Triple
T8089138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mambwe people |
E188809
|
entity |
| Predicate | countrySubdivision |
P766
|
FINISHED |
| Object |
Mporokoso District
Mporokoso District is an administrative district in northern Zambia known for its rural communities, waterfalls, and cultural diversity.
|
E720206
|
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: Mporokoso District | Statement: [Mambwe people, countrySubdivision, Mporokoso District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mporokoso District Context triple: [Mambwe people, countrySubdivision, Mporokoso District]
-
A.
Buvuma District
Buvuma District is an administrative district in Uganda that encompasses Buvuma Island and surrounding islands in Lake Victoria.
-
B.
Kicukiro District
Kicukiro District is an administrative district of Kigali, Rwanda, known for its rapidly growing urban areas, educational institutions, and key transport links.
-
C.
Bealanana District
Bealanana District is an administrative district in northern Madagascar that encompasses the area around Maromokotro, the country’s highest peak.
-
D.
Dantu District
Dantu District is an administrative district of the city of Zhenjiang in Jiangsu Province, eastern China, known for its mix of urban development and industrial areas along the Yangtze River.
-
E.
Urambo District
Urambo District is an administrative district in western Tanzania known for its rural communities and tobacco farming, located within the Tabora 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: Mporokoso District Triple: [Mambwe people, countrySubdivision, Mporokoso District]
Generated description
Mporokoso District is an administrative district in northern Zambia known for its rural communities, waterfalls, and cultural diversity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mporokoso District Target entity description: Mporokoso District is an administrative district in northern Zambia known for its rural communities, waterfalls, and cultural diversity.
-
A.
Buvuma District
Buvuma District is an administrative district in Uganda that encompasses Buvuma Island and surrounding islands in Lake Victoria.
-
B.
Kicukiro District
Kicukiro District is an administrative district of Kigali, Rwanda, known for its rapidly growing urban areas, educational institutions, and key transport links.
-
C.
Bealanana District
Bealanana District is an administrative district in northern Madagascar that encompasses the area around Maromokotro, the country’s highest peak.
-
D.
Dantu District
Dantu District is an administrative district of the city of Zhenjiang in Jiangsu Province, eastern China, known for its mix of urban development and industrial areas along the Yangtze River.
-
E.
Urambo District
Urambo District is an administrative district in western Tanzania known for its rural communities and tobacco farming, located within the Tabora 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_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_69cd342a5fb88190b9225ba50e2124b8 |
completed | April 1, 2026, 3:05 p.m. |
| NEDg | Description generation | batch_69cd36ecc1d88190a978f1d51b0e1382 |
completed | April 1, 2026, 3:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4e7822e48190bb573162f224bd8c |
completed | April 1, 2026, 4:57 p.m. |
Created at: March 30, 2026, 5:29 p.m.