Triple

T10059005
Position Surface form Disambiguated ID Type / Status
Subject Mwanza Region E208934 entity
Predicate contains P35 FINISHED
Object 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.
 E843154 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: Kwimba District | Statement: [Mwanza Region, contains, Kwimba District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kwimba District
Context triple: [Mwanza Region, contains, Kwimba District]
  • A. Kibondo District
    Kibondo District is an administrative district in western Tanzania’s Kigoma Region, known for its rural communities and proximity to refugee settlements near the Burundi border.
  • B. Kalambo District
    Kalambo District is an administrative district in southwestern Tanzania, located within the Rukwa Region near the shores of Lake Tanganyika and the border with Zambia.
  • C. Nyimba District
    Nyimba District is an administrative district in Zambia’s Eastern Province, situated along the Great East Road and known for its predominantly rural communities and agricultural activities.
  • D. Binga District
    Binga District is an administrative district in Zimbabwe’s Matabeleland North Province, known for its location along Lake Kariba and its predominantly Tonga population.
  • 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: Kwimba District
Triple: [Mwanza Region, contains, Kwimba District]
Generated description
Kwimba District is an administrative district in northern Tanzania known for its predominantly rural communities and agriculture-based economy within the Mwanza Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kwimba District
Target entity description: Kwimba District is an administrative district in northern Tanzania known for its predominantly rural communities and agriculture-based economy within the Mwanza Region.
  • A. Kibondo District
    Kibondo District is an administrative district in western Tanzania’s Kigoma Region, known for its rural communities and proximity to refugee settlements near the Burundi border.
  • B. Kalambo District
    Kalambo District is an administrative district in southwestern Tanzania, located within the Rukwa Region near the shores of Lake Tanganyika and the border with Zambia.
  • C. Nyimba District
    Nyimba District is an administrative district in Zambia’s Eastern Province, situated along the Great East Road and known for its predominantly rural communities and agricultural activities.
  • D. Binga District
    Binga District is an administrative district in Zimbabwe’s Matabeleland North Province, known for its location along Lake Kariba and its predominantly Tonga population.
  • 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_69ca836094408190a36a1ea7e9a86fcd completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcfb0f17c8190a8c0cfb02863537d completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e5676eac81909d50bfa7633b6ebe completed April 5, 2026, 10:42 p.m.
NEDg Description generation batch_69d2e73e4d5081909f0068d3bed583d3 completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e7eea4d88190a2ec6d22a83934b3 completed April 5, 2026, 10:53 p.m.
Created at: March 30, 2026, 8:57 p.m.