Triple

T7835049
Position Surface form Disambiguated ID Type / Status
Subject Sukuma language E181669 entity
Predicate hasDialects P4251 FINISHED
Object Central Sukuma
Central Sukuma is a major dialect of the Sukuma language spoken by the Sukuma people in northwestern Tanzania.
 E705572 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: Central Sukuma | Statement: [Sukuma language, hasDialects, Central Sukuma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Central Sukuma
Context triple: [Sukuma language, hasDialects, Central Sukuma]
  • A. Northern Sukuma
    Northern Sukuma is a major dialect of the Sukuma language spoken by Sukuma communities in northern Tanzania.
  • B. Vumba region
    The Vumba region is a scenic highland area in eastern Zimbabwe known for its lush forests, cool misty climate, and rich biodiversity, attracting nature lovers and tourists.
  • C. Kariba District
    Kariba District is an administrative district in northern Zimbabwe known for encompassing part of Lake Kariba and its surrounding communities within Mashonaland West Province.
  • D. Komenda
    Komenda is a coastal town in Ghana’s Central Region historically known as an important Fante trading and fishing center.
  • E. Sukuma
    Sukuma is a major Bantu language spoken primarily by the Sukuma people in northern Tanzania.
  • 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: Central Sukuma
Triple: [Sukuma language, hasDialects, Central Sukuma]
Generated description
Central Sukuma is a major dialect of the Sukuma language spoken by the Sukuma people in northwestern Tanzania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Central Sukuma
Target entity description: Central Sukuma is a major dialect of the Sukuma language spoken by the Sukuma people in northwestern Tanzania.
  • A. Northern Sukuma
    Northern Sukuma is a major dialect of the Sukuma language spoken by Sukuma communities in northern Tanzania.
  • B. Vumba region
    The Vumba region is a scenic highland area in eastern Zimbabwe known for its lush forests, cool misty climate, and rich biodiversity, attracting nature lovers and tourists.
  • C. Kariba District
    Kariba District is an administrative district in northern Zimbabwe known for encompassing part of Lake Kariba and its surrounding communities within Mashonaland West Province.
  • D. Komenda
    Komenda is a coastal town in Ghana’s Central Region historically known as an important Fante trading and fishing center.
  • E. Sukuma
    Sukuma is a major Bantu language spoken primarily by the Sukuma people in northern Tanzania.
  • 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_69ca8284a25c8190a1a20afad30da792 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb064b872081908e269f4fe1b85436 completed March 30, 2026, 11:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69cbdef32d4c8190a2e5c76d2db6c45f completed March 31, 2026, 2:49 p.m.
NEDg Description generation batch_69cc46bca04481908852425c214a4e34 completed March 31, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc49129e188190aaebd6a1188788d9 completed March 31, 2026, 10:22 p.m.
Created at: March 30, 2026, 4:45 p.m.