Triple

T21665234
Position Surface form Disambiguated ID Type / Status
Subject Makonde E534696 entity
Predicate hasDialect P4251 FINISHED
Object Southern Makonde
Southern Makonde is a regional variety of the Makonde Bantu language spoken primarily in southern areas of the Makonde-speaking community in East Africa.
 E1497481 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: Southern Makonde | Statement: [Makonde, hasDialect, Southern Makonde]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern Makonde
Context triple: [Makonde, hasDialect, Southern Makonde]
  • A. Northern Makonde
    Northern Makonde is a regional variety of the Makonde Bantu language spoken primarily in northern areas of the Makonde-speaking community.
  • B. Central Makonde
    Central Makonde is a major regional variety of the Makonde Bantu language spoken primarily in northern Mozambique and southern Tanzania.
  • C. Tanzanian Makonde
    Tanzanian Makonde is a Bantu language variety spoken primarily by the Makonde people in southern Tanzania.
  • D. western Mozambique
    Western Mozambique is a region of Mozambique characterized by its inland plateaus and highlands, including part of the Eastern Highlands along the border with Zimbabwe.
  • E. Kaonde
    Kaonde is a Bantu language spoken primarily by the Kaonde people of northwestern Zambia and parts of the Democratic Republic of the Congo.
  • 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: Southern Makonde
Triple: [Makonde, hasDialect, Southern Makonde]
Generated description
Southern Makonde is a regional variety of the Makonde Bantu language spoken primarily in southern areas of the Makonde-speaking community in East Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southern Makonde
Target entity description: Southern Makonde is a regional variety of the Makonde Bantu language spoken primarily in southern areas of the Makonde-speaking community in East Africa.
  • A. Northern Makonde
    Northern Makonde is a regional variety of the Makonde Bantu language spoken primarily in northern areas of the Makonde-speaking community.
  • B. Central Makonde
    Central Makonde is a major regional variety of the Makonde Bantu language spoken primarily in northern Mozambique and southern Tanzania.
  • C. Tanzanian Makonde
    Tanzanian Makonde is a Bantu language variety spoken primarily by the Makonde people in southern Tanzania.
  • D. western Mozambique
    Western Mozambique is a region of Mozambique characterized by its inland plateaus and highlands, including part of the Eastern Highlands along the border with Zimbabwe.
  • E. Kaonde
    Kaonde is a Bantu language spoken primarily by the Kaonde people of northwestern Zambia and parts of the Democratic Republic of the Congo.
  • 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_69e0c467e1f48190af2650b19175abc4 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c0b26c8819092c13e59dcc3c25c completed April 27, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a1e11bf0c819085b44a3147df8e7e completed May 17, 2026, 7:59 p.m.
NEDg Description generation batch_6a0a21c546848190a193fbbe98472e7c completed May 17, 2026, 8:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0a224636b88190ad546869eafe9d7d completed May 17, 2026, 8:17 p.m.
Created at: April 16, 2026, 6:36 p.m.