Triple

T2531880
Position Surface form Disambiguated ID Type / Status
Subject Luganda E56177 entity
Predicate hasStandardizationBody P1251 FINISHED
Object Uganda National Curriculum Development Centre (for orthography and school use)
The Uganda National Curriculum Development Centre (for orthography and school use) is a government institution responsible for developing, standardizing, and regulating the written form and educational materials of Luganda for use in schools.
E275008 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: Uganda National Curriculum Development Centre (for orthography and school use) | Statement: [Luganda, hasStandardizationBody, Uganda National Curriculum Development Centre (for orthography and school use)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Uganda National Curriculum Development Centre (for orthography and school use)
Context triple: [Luganda, hasStandardizationBody, Uganda National Curriculum Development Centre (for orthography and school use)]
  • A. Ministry of Education and Sports (Uganda)
    The Ministry of Education and Sports (Uganda) is the national government body responsible for formulating and implementing policies for education, training, and sports development across Uganda.
  • B. National Council for Higher Education (Uganda)
    The National Council for Higher Education (Uganda) is the government regulatory body responsible for overseeing, accrediting, and ensuring quality standards in universities and other higher education institutions across Uganda.
  • C. English in Uganda
    English in Uganda is the country's official language and primary medium for government, education, and formal communication, coexisting with numerous indigenous languages.
  • D. Ministry of Information and Communications Technology (Uganda)
    The Ministry of Information and Communications Technology (Uganda) is the national government body responsible for formulating and overseeing policies, regulations, and development initiatives in the information, communications, and technology sectors in Uganda.
  • E. Government of Uganda
    The Government of Uganda is the central governing authority of the Republic of Uganda, responsible for national administration, policymaking, and international representation.
  • 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: Uganda National Curriculum Development Centre (for orthography and school use)
Triple: [Luganda, hasStandardizationBody, Uganda National Curriculum Development Centre (for orthography and school use)]
Generated description
The Uganda National Curriculum Development Centre (for orthography and school use) is a government institution responsible for developing, standardizing, and regulating the written form and educational materials of Luganda for use in schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Uganda National Curriculum Development Centre (for orthography and school use)
Target entity description: The Uganda National Curriculum Development Centre (for orthography and school use) is a government institution responsible for developing, standardizing, and regulating the written form and educational materials of Luganda for use in schools.
  • A. Ministry of Education and Sports (Uganda)
    The Ministry of Education and Sports (Uganda) is the national government body responsible for formulating and implementing policies for education, training, and sports development across Uganda.
  • B. National Council for Higher Education (Uganda)
    The National Council for Higher Education (Uganda) is the government regulatory body responsible for overseeing, accrediting, and ensuring quality standards in universities and other higher education institutions across Uganda.
  • C. English in Uganda
    English in Uganda is the country's official language and primary medium for government, education, and formal communication, coexisting with numerous indigenous languages.
  • D. Ministry of Information and Communications Technology (Uganda)
    The Ministry of Information and Communications Technology (Uganda) is the national government body responsible for formulating and overseeing policies, regulations, and development initiatives in the information, communications, and technology sectors in Uganda.
  • E. Government of Uganda
    The Government of Uganda is the central governing authority of the Republic of Uganda, responsible for national administration, policymaking, and international representation.
  • 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_69ab4a48e4f081908f1218d244608659 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd279cf108190b03fb6e0265f39d9 completed March 7, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2bb9c37081909128d7a227651c8b completed March 9, 2026, 8:21 p.m.
NEDg Description generation batch_69af4fedb0a48190a9d9da8eeebfe074 completed March 9, 2026, 10:55 p.m.
NED2 Entity disambiguation (via description) batch_69af50551fd88190829d20ab2be426d4 completed March 9, 2026, 10:57 p.m.
Created at: March 6, 2026, 9:47 p.m.