Triple

T1863012
Position Surface form Disambiguated ID Type / Status
Subject Gold Coast E34856 entity
Predicate ethnicGroups P1898 FINISHED
Object Ga-Adangbe
The Ga-Adangbe are an ethnic group of southeastern Ghana, centered around the Greater Accra region, known for their coastal trading history, distinctive language cluster, and rich festivals such as Homowo.
E210643 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: Ga-Adangbe | Statement: [Gold Coast, ethnicGroups, Ga-Adangbe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ga-Adangbe
Context triple: [Gold Coast, ethnicGroups, Ga-Adangbe]
  • A. Dioula
    Dioula is a Mande language of West Africa, widely used as a trade and lingua franca language in countries like Burkina Faso, Côte d’Ivoire, and Mali.
  • B. Bambara
    Bambara is a major Mande language widely spoken in Mali and neighboring West African countries, serving as a key lingua franca in the region.
  • C. Gbe languages
    The Gbe languages are a cluster of closely related Niger-Congo languages spoken primarily in southeastern Ghana, Togo, Benin, and southwestern Nigeria, including well-known varieties such as Ewe and Fon.
  • D. Fulani
    The Fulani are a large, traditionally pastoralist West African ethnic group spread across many countries, known for their nomadic cattle-herding culture, Islamic scholarship, and significant historical role in regional empires and trade.
  • E. Kanuri
    The Kanuri are a major ethnic group of the central Sahara and Lake Chad region, historically associated with the Kanem-Bornu Empire and known for their distinct language and Islamic cultural heritage.
  • 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-Adangbe
Triple: [Gold Coast, ethnicGroups, Ga-Adangbe]
Generated description
The Ga-Adangbe are an ethnic group of southeastern Ghana, centered around the Greater Accra region, known for their coastal trading history, distinctive language cluster, and rich festivals such as Homowo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ga-Adangbe
Target entity description: The Ga-Adangbe are an ethnic group of southeastern Ghana, centered around the Greater Accra region, known for their coastal trading history, distinctive language cluster, and rich festivals such as Homowo.
  • A. Dioula
    Dioula is a Mande language of West Africa, widely used as a trade and lingua franca language in countries like Burkina Faso, Côte d’Ivoire, and Mali.
  • B. Bambara
    Bambara is a major Mande language widely spoken in Mali and neighboring West African countries, serving as a key lingua franca in the region.
  • C. Gbe languages
    The Gbe languages are a cluster of closely related Niger-Congo languages spoken primarily in southeastern Ghana, Togo, Benin, and southwestern Nigeria, including well-known varieties such as Ewe and Fon.
  • D. Fulani
    The Fulani are a large, traditionally pastoralist West African ethnic group spread across many countries, known for their nomadic cattle-herding culture, Islamic scholarship, and significant historical role in regional empires and trade.
  • E. Kanuri
    The Kanuri are a major ethnic group of the central Sahara and Lake Chad region, historically associated with the Kanem-Bornu Empire and known for their distinct language and Islamic cultural heritage.
  • 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_69a88600b2f88190bc09303e68ab517e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb09f856c8190807a7cf2a5f49fcb completed March 7, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf4ecdc08190a264b358d3883f70 completed March 8, 2026, 8:42 p.m.
NEDg Description generation batch_69ade0628a3881908443346eab47656e completed March 8, 2026, 8:47 p.m.
NED2 Entity disambiguation (via description) batch_69ade0c545e08190b4469e93922d9b4b completed March 8, 2026, 8:49 p.m.
Created at: March 4, 2026, 7:34 p.m.