Triple
T263158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghana’s Ga District (friendship city) |
E5795
|
entity |
| Predicate | majorEthnolinguisticGroup |
P1898
|
FINISHED |
| Object |
Ga people
The Ga people are an ethnic group native to the coastal Accra region of Ghana, known for their distinct Ga language, vibrant festivals such as Homowo, and significant cultural and historical influence in the country’s capital area.
|
E34474
|
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 people | Statement: [Ghana’s Ga District (friendship city), majorEthnolinguisticGroup, Ga people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ga people Context triple: [Ghana’s Ga District (friendship city), majorEthnolinguisticGroup, Ga people]
-
A.
Dimasa people
The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
-
B.
Poganuc People
Poganuc People is a semi-autobiographical novel by Harriet Beecher Stowe that portrays small-town New England life and religious culture in the early 19th century.
-
C.
Ha people
The Ha people are a Bantu-speaking ethnic group of the African Great Lakes region, primarily inhabiting western Tanzania and parts of neighboring countries, known for their rich agricultural traditions and distinctive cultural practices.
-
D.
Mono people
The Mono people are a Native American group indigenous to eastern California and western Nevada, traditionally living in the Sierra Nevada region and known for their distinct language and cultural practices.
-
E.
Gurians
Gurians are a regional Georgian ethnic group from the historical province of Guria in western Georgia, known for their distinct dialect, folklore, and cultural traditions.
- 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 people Triple: [Ghana’s Ga District (friendship city), majorEthnolinguisticGroup, Ga people]
Generated description
The Ga people are an ethnic group native to the coastal Accra region of Ghana, known for their distinct Ga language, vibrant festivals such as Homowo, and significant cultural and historical influence in the country’s capital area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ga people Target entity description: The Ga people are an ethnic group native to the coastal Accra region of Ghana, known for their distinct Ga language, vibrant festivals such as Homowo, and significant cultural and historical influence in the country’s capital area.
-
A.
Dimasa people
The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
-
B.
Poganuc People
Poganuc People is a semi-autobiographical novel by Harriet Beecher Stowe that portrays small-town New England life and religious culture in the early 19th century.
-
C.
Ha people
The Ha people are a Bantu-speaking ethnic group of the African Great Lakes region, primarily inhabiting western Tanzania and parts of neighboring countries, known for their rich agricultural traditions and distinctive cultural practices.
-
D.
Mono people
The Mono people are a Native American group indigenous to eastern California and western Nevada, traditionally living in the Sierra Nevada region and known for their distinct language and cultural practices.
-
E.
Gurians
Gurians are a regional Georgian ethnic group from the historical province of Guria in western Georgia, known for their distinct dialect, folklore, and cultural traditions.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: majorEthnolinguisticGroup Context triple: [Ghana’s Ga District (friendship city), majorEthnolinguisticGroup, Ga people]
-
A.
relatedEthnicGroup
Indicates that there is a notable ethnic connection or association between two ethnic groups, such as shared ancestry, culture, or historical ties.
-
B.
hasSignificantPopulationGroup
chosen
Indicates that an entity contains or is associated with a notable or substantial subgroup of a population, distinguished by shared characteristics or attributes.
-
C.
ethnicOrigin
Indicates the relationship where an entity is associated with a particular ethnic group or ancestry.
-
D.
ethnonym
Indicates that one entity is the name of an ethnic group used to refer to the people associated with another entity.
-
E.
hasMajorRegionOfAdherents
Indicates that a belief system, organization, or movement has a significant concentration of its adherents located in a particular geographic region.
- 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_69a258dd8ea08190ac554a1cc8dfd8c3 |
completed | Feb. 28, 2026, 2:54 a.m. |
| NER | Named-entity recognition | batch_69a25d8c7f448190af9145256f994177 |
completed | Feb. 28, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a389ac93ec8190baf0c20a1e872b94 |
completed | March 1, 2026, 12:34 a.m. |
| NEDg | Description generation | batch_69a38a1e2e7081908a132d7bd147379b |
completed | March 1, 2026, 12:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a38a71c37481908cbc011e71c93c58 |
completed | March 1, 2026, 12:38 a.m. |
| PD | Predicate disambiguation | batch_69a25b6e07748190834022a65ba6d803 |
completed | Feb. 28, 2026, 3:05 a.m. |
Created at: Feb. 28, 2026, 2:55 a.m.