Triple

T11436694
Position Surface form Disambiguated ID Type / Status
Subject Chewa people E271026 entity
Predicate alternativeName P39 FINISHED
Object Achewa
Achewa is another name for the Chewa people, a Bantu ethnic group primarily found in Malawi, Zambia, and Mozambique known for their rich cultural traditions and language.
 E926100 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: Achewa | Statement: [Chewa people, alternativeName, Achewa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Achewa
Context triple: [Chewa people, alternativeName, Achewa]
  • A. Nekemte
    Nekemte is a significant urban center in western Ethiopia known as a commercial and administrative hub of the Oromia Region.
  • B. Senafe
    Senafe is a town in southern Eritrea known for its strategic location near the Ethiopian border and its surrounding highland landscapes.
  • C. Birr
    Birr is a historic town in County Offaly, Ireland, known for Birr Castle, its demesne, and its role in early astronomical research.
  • D. Kerebe
    Kerebe is a Bantu language spoken by the Kerewe people, primarily on Ukerewe Island in Lake Victoria, Tanzania.
  • E. Amedzofe
    Amedzofe is a town in the Volta Region of Ghana, known for its mountainous landscape, cool climate, and cultural significance among the Ewe-speaking communities.
  • 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: Achewa
Triple: [Chewa people, alternativeName, Achewa]
Generated description
Achewa is another name for the Chewa people, a Bantu ethnic group primarily found in Malawi, Zambia, and Mozambique known for their rich cultural traditions and language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Achewa
Target entity description: Achewa is another name for the Chewa people, a Bantu ethnic group primarily found in Malawi, Zambia, and Mozambique known for their rich cultural traditions and language.
  • A. Nekemte
    Nekemte is a significant urban center in western Ethiopia known as a commercial and administrative hub of the Oromia Region.
  • B. Senafe
    Senafe is a town in southern Eritrea known for its strategic location near the Ethiopian border and its surrounding highland landscapes.
  • C. Birr
    Birr is a historic town in County Offaly, Ireland, known for Birr Castle, its demesne, and its role in early astronomical research.
  • D. Kerebe
    Kerebe is a Bantu language spoken by the Kerewe people, primarily on Ukerewe Island in Lake Victoria, Tanzania.
  • E. Amedzofe
    Amedzofe is a town in the Volta Region of Ghana, known for its mountainous landscape, cool climate, and cultural significance among the Ewe-speaking communities.
  • 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_69d6aadeef688190874bcecd88b3dd9b completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d808855a7481909314f90ad92aae68 completed April 9, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5d38727fc8190b5daac83e03491e6 completed April 20, 2026, 7:19 a.m.
NEDg Description generation batch_69e5d5cac9108190b7756329bfa320d3 completed April 20, 2026, 7:29 a.m.
NED2 Entity disambiguation (via description) batch_69e5d7fd235081909870476cbc9817b2 completed April 20, 2026, 7:38 a.m.
Created at: April 8, 2026, 9:35 p.m.