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.