Triple
T1604677
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ga language |
E34473
|
entity |
| Predicate | regulatedBy |
P86
|
FINISHED |
| Object |
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.
|
E182939
|
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: Bureau of Ghana Languages | Statement: [Ga language, regulatedBy, Bureau of Ghana Languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau of Ghana Languages Context triple: [Ga language, regulatedBy, Bureau of Ghana Languages]
-
A.
Ghana Museums and Monuments Board
The Ghana Museums and Monuments Board is the state agency responsible for preserving, managing, and promoting Ghana’s museums, historic sites, and cultural heritage monuments.
-
B.
University of Ghana
The University of Ghana is the country’s oldest and largest public university, renowned as a leading center of higher education and research in West Africa.
-
C.
Government of Ghana
The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
-
D.
Badan Bahasa
Badan Bahasa is Indonesia’s official government body responsible for developing, standardizing, and promoting the Indonesian language.
-
E.
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.
- 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: Bureau of Ghana Languages Triple: [Ga language, regulatedBy, Bureau of Ghana Languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bureau of Ghana Languages Target entity description: 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.
-
A.
Ghana Museums and Monuments Board
The Ghana Museums and Monuments Board is the state agency responsible for preserving, managing, and promoting Ghana’s museums, historic sites, and cultural heritage monuments.
-
B.
University of Ghana
The University of Ghana is the country’s oldest and largest public university, renowned as a leading center of higher education and research in West Africa.
-
C.
Government of Ghana
The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
-
D.
Badan Bahasa
Badan Bahasa is Indonesia’s official government body responsible for developing, standardizing, and promoting the Indonesian language.
-
E.
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.
- 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_69a885fea6a481909fe83ba6441f1774 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9096a165c8190aec1d2ae6bd10e18 |
completed | March 5, 2026, 4:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51bcdebc81909520786c560598b6 |
completed | March 8, 2026, 10:38 a.m. |
| NEDg | Description generation | batch_69ad52c9e3e8819094a91530ec91541c |
completed | March 8, 2026, 10:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5330a9048190bd07e118c09d7eae |
completed | March 8, 2026, 10:45 a.m. |
Created at: March 4, 2026, 7:28 p.m.