Triple

T1157470
Position Surface form Disambiguated ID Type / Status
Subject Setswana E24414 entity
Predicate regulatoryBody P86 FINISHED
Object Setswana National Language Council of Botswana
The Setswana National Language Council of Botswana is the official body responsible for overseeing, standardizing, and promoting the use and development of the Setswana language in Botswana.
 E132151 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: Setswana National Language Council of Botswana | Statement: [Setswana, regulatoryBody, Setswana National Language Council of Botswana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Setswana National Language Council of Botswana
Context triple: [Setswana, regulatoryBody, Setswana National Language Council of Botswana]
  • A. Pan South African Language Board
    The Pan South African Language Board is a statutory body in South Africa responsible for promoting and protecting the country’s official and indigenous languages, including Zulu.
  • B. Setswana
    Setswana is a Bantu language spoken primarily in Botswana and parts of South Africa, known for being one of the region’s major indigenous languages.
  • C. Sotho
    Sotho is a Bantu language of Southern Africa, primarily spoken in Lesotho and South Africa, where it serves as one of the country’s official languages.
  • D. National Assembly of Botswana
    The National Assembly of Botswana is the country’s unicameral parliamentary body responsible for making laws, overseeing the executive, and representing the electorate at the national level.
  • E. Northern Ndebele
    Northern Ndebele is a Bantu language of the Nguni group spoken primarily in southwestern Zimbabwe and closely related to Zulu.
  • 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: Setswana National Language Council of Botswana
Triple: [Setswana, regulatoryBody, Setswana National Language Council of Botswana]
Generated description
The Setswana National Language Council of Botswana is the official body responsible for overseeing, standardizing, and promoting the use and development of the Setswana language in Botswana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Setswana National Language Council of Botswana
Target entity description: The Setswana National Language Council of Botswana is the official body responsible for overseeing, standardizing, and promoting the use and development of the Setswana language in Botswana.
  • A. Pan South African Language Board
    The Pan South African Language Board is a statutory body in South Africa responsible for promoting and protecting the country’s official and indigenous languages, including Zulu.
  • B. Setswana
    Setswana is a Bantu language spoken primarily in Botswana and parts of South Africa, known for being one of the region’s major indigenous languages.
  • C. Sotho
    Sotho is a Bantu language of Southern Africa, primarily spoken in Lesotho and South Africa, where it serves as one of the country’s official languages.
  • D. National Assembly of Botswana
    The National Assembly of Botswana is the country’s unicameral parliamentary body responsible for making laws, overseeing the executive, and representing the electorate at the national level.
  • E. Northern Ndebele
    Northern Ndebele is a Bantu language of the Nguni group spoken primarily in southwestern Zimbabwe and closely related to Zulu.
  • 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_69a494060e148190abb42f971242c197 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bc92ae008190a587c12ecc9a502a completed March 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5eba03f081908c8bf99e6369080a completed March 7, 2026, 5:22 p.m.
NEDg Description generation batch_69ac5f4756b08190b3dbaf64a9351836 completed March 7, 2026, 5:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac600f78148190bd3109276f7b9e3a completed March 7, 2026, 5:27 p.m.
Created at: March 1, 2026, 7:44 p.m.