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.