Triple

T8112824
Position Surface form Disambiguated ID Type / Status
Subject Rukwa Region E189396 entity
Predicate hasDistrict P459 FINISHED
Object 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.
 E724659 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: Kalambo District | Statement: [Rukwa Region, hasDistrict, Kalambo District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kalambo District
Context triple: [Rukwa Region, hasDistrict, Kalambo 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. 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.
  • C. Mwenezi District
    Mwenezi District is a largely rural administrative district in southern Zimbabwe known for its cattle ranching, sugar estates, and semi-arid landscapes.
  • D. 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.
  • E. Mpanda District
    Mpanda District is an administrative district in western Tanzania known for its proximity to Katavi National Park and its largely rural, sparsely populated landscape.
  • 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: Kalambo District
Triple: [Rukwa Region, hasDistrict, Kalambo District]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kalambo District
Target entity description: 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.
  • 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. 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.
  • C. Mwenezi District
    Mwenezi District is a largely rural administrative district in southern Zimbabwe known for its cattle ranching, sugar estates, and semi-arid landscapes.
  • D. 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.
  • E. Mpanda District
    Mpanda District is an administrative district in western Tanzania known for its proximity to Katavi National Park and its largely rural, sparsely populated landscape.
  • 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_69ca82baad008190ab2859712b9b1607 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb432d7dfc8190b9c980f32c7b4623 completed March 31, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd948fcf90819090c80e1ac4ac1b0c completed April 1, 2026, 9:56 p.m.
NEDg Description generation batch_69cd9e03dd2c8190b7e18cdc3fa62b16 completed April 1, 2026, 10:36 p.m.
NED2 Entity disambiguation (via description) batch_69cd9faa9654819080aaae51c9835af0 completed April 1, 2026, 10:43 p.m.
Created at: March 30, 2026, 5:32 p.m.