Triple

T11123503
Position Surface form Disambiguated ID Type / Status
Subject Chief Gaborone E263075 entity
Predicate peopleLed P35812 FINISHED
Object BaTlokwa people
The BaTlokwa people are a Sotho-Tswana ethnic group of Southern Africa known for their distinct chieftaincy lineages, cultural traditions, and historical settlements in areas of present-day Botswana, South Africa, and Lesotho.
E908350 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: BaTlokwa people | Statement: [Chief Gaborone, peopleLed, BaTlokwa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BaTlokwa people
Context triple: [Chief Gaborone, peopleLed, BaTlokwa people]
  • A. Makhuwa people
    The Makhuwa people are a Bantu ethnic group primarily inhabiting northern Mozambique, known for their distinct language, matrilineal social structures, and agricultural traditions.
  • B. Lomwe people
    The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
  • C. Tsogo people
    The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
  • D. Lekwungen people
    The Lekwungen people are an Indigenous Coast Salish group whose traditional territories encompass what is now Victoria and surrounding areas on southern Vancouver Island in British Columbia, Canada.
  • E. Kalanga people
    The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
  • 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: BaTlokwa people
Triple: [Chief Gaborone, peopleLed, BaTlokwa people]
Generated description
The BaTlokwa people are a Sotho-Tswana ethnic group of Southern Africa known for their distinct chieftaincy lineages, cultural traditions, and historical settlements in areas of present-day Botswana, South Africa, and Lesotho.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BaTlokwa people
Target entity description: The BaTlokwa people are a Sotho-Tswana ethnic group of Southern Africa known for their distinct chieftaincy lineages, cultural traditions, and historical settlements in areas of present-day Botswana, South Africa, and Lesotho.
  • A. Makhuwa people
    The Makhuwa people are a Bantu ethnic group primarily inhabiting northern Mozambique, known for their distinct language, matrilineal social structures, and agricultural traditions.
  • B. Lomwe people
    The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
  • C. Tsogo people
    The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
  • D. Lekwungen people
    The Lekwungen people are an Indigenous Coast Salish group whose traditional territories encompass what is now Victoria and surrounding areas on southern Vancouver Island in British Columbia, Canada.
  • E. Kalanga people
    The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7e82e933481908550499cf9dd6531 completed April 9, 2026, 5:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69e462f5fe708190835e427b6bf99f13 completed April 19, 2026, 5:07 a.m.
NEDg Description generation batch_69e46c3448348190b2c062d21771066d completed April 19, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69e46dadbc5c8190b41279a05731dc95 completed April 19, 2026, 5:52 a.m.
Created at: April 8, 2026, 9:28 p.m.