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.