Triple

T11302943
Position Surface form Disambiguated ID Type / Status
Subject Frafra language E267639 entity
Predicate hasScriptRegulation P71819 FINISHED
Object regulated by Ghana Bureau of Languages E182939 NE FINISHED

How this triple was built (3 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: regulated by Ghana Bureau of Languages | Statement: [Frafra language, hasScriptRegulation, regulated by Ghana Bureau of Languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: regulated by Ghana Bureau of Languages
Context triple: [Frafra language, hasScriptRegulation, regulated by Ghana Bureau of Languages]
  • A. Bureau of Ghana Languages chosen
    The Bureau of Ghana Languages is a government agency responsible for the promotion, standardization, and development of Ghana’s indigenous languages in education, media, and public life.
  • B. Ga is a government-sponsored language in Ghanaian schools
    Ga is a Kwa language of southern Ghana that holds official support in the national education system and is used as a medium of instruction in schools.
  • C. English in Ghana
    English in Ghana is the country's official language and primary medium for government, education, and formal communication, coexisting with numerous indigenous languages.
  • D. 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.
  • E. Ghana Ministry of Education
    The Ghana Ministry of Education is the government body responsible for formulating and overseeing national education policies, institutions, and programs across Ghana.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasScriptRegulation
Context triple: [Frafra language, hasScriptRegulation, regulated by Ghana Bureau of Languages]
  • A. hasScriptRegulator chosen
    Indicates that an entity has an associated mechanism or component that controls or governs its script or scripting behavior.
  • B. hasRegulations
    Indicates that one entity imposes, contains, or is associated with rules or regulatory requirements that govern the behavior or operation of another entity.
  • C. hasRegulatedBy
    Indicates that one entity is subject to control, governance, or rules imposed by another entity.
  • D. allowsRegulationOf
    Indicates that one entity grants the authority, means, or conditions for another entity to control, manage, or govern something.
  • E. supportsRegulation
    Indicates that one entity endorses, backs, or advocates for the implementation or continuation of a specific regulation.
  • F. None of above.

Provenance (4 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9a5c3788190ba54eda514b97903 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a57366081908a05fc52c5d4074c completed April 19, 2026, 5:01 p.m.
PD Predicate disambiguation batch_69d787aa31888190860eecaa80da5b20 completed April 9, 2026, 11:04 a.m.
Created at: April 8, 2026, 9:32 p.m.