Triple

T15612308
Position Surface form Disambiguated ID Type / Status
Subject Manyara Region E375327 entity
Predicate contains P35 FINISHED
Object Mbulu District
Mbulu District is an administrative district in northern Tanzania known for its highland landscapes, agriculture, and diverse ethnic communities, including the Iraqw people.
 E1220214 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: Mbulu District | Statement: [Manyara Region, contains, Mbulu District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mbulu District
Context triple: [Manyara Region, contains, Mbulu District]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Manyoni District
    Manyoni District is an administrative district in central Tanzania, known for its location along major transport routes and its largely rural, semi-arid 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: Mbulu District
Triple: [Manyara Region, contains, Mbulu District]
Generated description
Mbulu District is an administrative district in northern Tanzania known for its highland landscapes, agriculture, and diverse ethnic communities, including the Iraqw people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mbulu District
Target entity description: Mbulu District is an administrative district in northern Tanzania known for its highland landscapes, agriculture, and diverse ethnic communities, including the Iraqw people.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Manyoni District
    Manyoni District is an administrative district in central Tanzania, known for its location along major transport routes and its largely rural, semi-arid 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e8148a0819087d6d69cc84487ca completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067948b308190a434cdf1d45ebef4 completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a00686f87408190b7d8a41cd54735d8 completed May 10, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_6a006b6edd7081908730363b267253dd completed May 10, 2026, 11:26 a.m.
Created at: April 10, 2026, 4:13 a.m.