Triple

T7866991
Position Surface form Disambiguated ID Type / Status
Subject Nyamwezi people E182640 entity
Predicate notableLeader P304 FINISHED
Object Mirambo
Mirambo was a powerful 19th-century Nyamwezi warlord and trader in present-day Tanzania, known for building a strong kingdom and controlling key caravan trade routes.
 E701073 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: Mirambo | Statement: [Nyamwezi people, notableLeader, Mirambo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mirambo
Context triple: [Nyamwezi people, notableLeader, Mirambo]
  • A. Murambi
    Murambi is a residential suburb of Mutare, a major city in eastern Zimbabwe.
  • B. Dja-et-Lobo
    Dja-et-Lobo is a department in the South Region of Cameroon known for its largely forested landscape and low population density.
  • C. Musanze
    Musanze is a major town in northern Rwanda that serves as the primary gateway for tourists visiting Volcanoes National Park and its mountain gorillas.
  • D. Mutasa
    Mutasa is a town located in Zimbabwe’s eastern Manicaland Province, known for its rural communities and proximity to the Eastern Highlands.
  • E. Oshikwanyama
    Oshikwanyama is a Bantu language variety spoken primarily in northern Namibia and southern Angola, recognized as one of the major dialects of Oshiwambo.
  • 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: Mirambo
Triple: [Nyamwezi people, notableLeader, Mirambo]
Generated description
Mirambo was a powerful 19th-century Nyamwezi warlord and trader in present-day Tanzania, known for building a strong kingdom and controlling key caravan trade routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mirambo
Target entity description: Mirambo was a powerful 19th-century Nyamwezi warlord and trader in present-day Tanzania, known for building a strong kingdom and controlling key caravan trade routes.
  • A. Murambi
    Murambi is a residential suburb of Mutare, a major city in eastern Zimbabwe.
  • B. Dja-et-Lobo
    Dja-et-Lobo is a department in the South Region of Cameroon known for its largely forested landscape and low population density.
  • C. Musanze
    Musanze is a major town in northern Rwanda that serves as the primary gateway for tourists visiting Volcanoes National Park and its mountain gorillas.
  • D. Mutasa
    Mutasa is a town located in Zimbabwe’s eastern Manicaland Province, known for its rural communities and proximity to the Eastern Highlands.
  • E. Oshikwanyama
    Oshikwanyama is a Bantu language variety spoken primarily in northern Namibia and southern Angola, recognized as one of the major dialects of Oshiwambo.
  • 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_69ca82894d9081908a832bfce71a4714 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb38464274819080f182b53783fa84 completed March 31, 2026, 2:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b5908a88190bc00f0d6dbde0b58 completed March 31, 2026, 5:27 a.m.
NEDg Description generation batch_69cb762fda2c81908ed508e12cabb938 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf706e888190bfd08d9d78945c49 completed March 31, 2026, 12:34 p.m.
Created at: March 30, 2026, 4:54 p.m.