Triple

T2596342
Position Surface form Disambiguated ID Type / Status
Subject Swati E58238 entity
Predicate regulator P46 FINISHED
Object Swaziland National Language Board
The Swaziland National Language Board is the official body responsible for overseeing, standardizing, and promoting the Swati language in Eswatini.
 E281834 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: Swaziland National Language Board | Statement: [Swati, regulator, Swaziland National Language Board]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swaziland National Language Board
Context triple: [Swati, regulator, Swaziland National Language Board]
  • A. 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.
  • B. 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.
  • C. Tshivenda
    Tshivenda is a Bantu language spoken primarily by the Venda people in northern South Africa and neighboring regions.
  • D. Tswa language
    The Tswa language is a Bantu language of southern Africa, spoken mainly in Mozambique and neighboring regions, and is closely related to Xitsonga within the Tswa-Ronga group.
  • E. siSwati
    siSwati is a Bantu language of the Nguni group spoken primarily by the Swazi people in Eswatini and parts of South Africa.
  • 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: Swaziland National Language Board
Triple: [Swati, regulator, Swaziland National Language Board]
Generated description
The Swaziland National Language Board is the official body responsible for overseeing, standardizing, and promoting the Swati language in Eswatini.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Swaziland National Language Board
Target entity description: The Swaziland National Language Board is the official body responsible for overseeing, standardizing, and promoting the Swati language in Eswatini.
  • A. 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.
  • B. 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.
  • C. Tshivenda
    Tshivenda is a Bantu language spoken primarily by the Venda people in northern South Africa and neighboring regions.
  • D. Tswa language
    The Tswa language is a Bantu language of southern Africa, spoken mainly in Mozambique and neighboring regions, and is closely related to Xitsonga within the Tswa-Ronga group.
  • E. siSwati
    siSwati is a Bantu language of the Nguni group spoken primarily by the Swazi people in Eswatini and parts of South Africa.
  • 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_69ab4ac14040819098b13f4a27d5c8ff completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd42b3cd4819093b2cab78de1f66c completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83c798088190944e7d754aa9aa06 completed March 10, 2026, 2:36 a.m.
NEDg Description generation batch_69af84a08ffc8190b113d07f3d322d0c completed March 10, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69af85a052448190898ee1a2f8368122 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.