Triple

T7879380
Position Surface form Disambiguated ID Type / Status
Subject Ga-Dangme E182937 entity
Predicate countryLanguageStatus P17042 FINISHED
Object 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.
E701139 NE FINISHED

How this triple was built (5 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: Ga is a government-sponsored language in Ghanaian schools | Statement: [Ga-Dangme, countryLanguageStatus, Ga is a government-sponsored language in Ghanaian schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ga is a government-sponsored language in Ghanaian schools
Context triple: [Ga-Dangme, countryLanguageStatus, Ga is a government-sponsored language in Ghanaian schools]
  • A. Bureau of Ghana Languages
    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. 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.
  • C. Akyem Twi
    Akyem Twi is a regional variety of the Akan language spoken primarily by the Akyem people in Ghana.
  • D. Akpafu dialect
    The Akpafu dialect is a regional variety of the Siwu language spoken by the Akpafu people in the Volta Region of Ghana.
  • E. Nyagbo language
    The Nyagbo language is a Niger-Congo language spoken by the Nyagbo people in the Volta Region of Ghana, closely related to other Ghana–Togo Mountain languages.
  • 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: Ga is a government-sponsored language in Ghanaian schools
Triple: [Ga-Dangme, countryLanguageStatus, Ga is a government-sponsored language in Ghanaian schools]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ga is a government-sponsored language in Ghanaian schools
Target entity description: 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.
  • A. Bureau of Ghana Languages
    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. 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.
  • C. Akyem Twi
    Akyem Twi is a regional variety of the Akan language spoken primarily by the Akyem people in Ghana.
  • D. Akpafu dialect
    The Akpafu dialect is a regional variety of the Siwu language spoken by the Akpafu people in the Volta Region of Ghana.
  • E. Nyagbo language
    The Nyagbo language is a Niger-Congo language spoken by the Nyagbo people in the Volta Region of Ghana, closely related to other Ghana–Togo Mountain languages.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: countryLanguageStatus
Context triple: [Ga-Dangme, countryLanguageStatus, Ga is a government-sponsored language in Ghanaian schools]
  • A. ethnicLanguageStatus
    Indicates the status or role of a language in relation to a particular ethnic group (e.g., primary, secondary, heritage, or minority language).
  • B. nationalLanguageStatus chosen
    Indicates that a language holds official or nationally recognized status within a country or political entity.
  • C. languageStatusSource
    Indicates the source or authority from which the information about a language’s status is derived.
  • D. hasLanguageStatus
    Indicates that an entity has a particular status or condition regarding its language use, recognition, or classification.
  • E. languageEndangermentStatus
    Indicates the degree to which a language is at risk of falling out of use or becoming extinct.
  • F. None of above.

Provenance (6 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_69ca828a17248190b46defe758bc5ad3 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39be7ab88190affcd353a0cd37fa completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b86c20081909aa029cda7c48d44 completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb7631d10881908e3c7dacb98520cd completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf847f3c819092d690d8d65f6d60 completed March 31, 2026, 12:35 p.m.
PD Predicate disambiguation batch_69cae928e1b88190b0620f4c4f03bc7d completed March 30, 2026, 9:20 p.m.
Created at: March 30, 2026, 4:57 p.m.