Triple

T1604637
Position Surface form Disambiguated ID Type / Status
Subject Greater Accra Region E34472 entity
Predicate hasMajorEthnicGroup P1898 FINISHED
Object Ga-Dangme
Ga-Dangme are an ethnic group of southeastern Ghana, historically known as coastal traders and fishermen with a rich cultural heritage and distinct Ga and Dangme language varieties.
 E182937 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-Dangme | Statement: [Greater Accra Region, hasMajorEthnicGroup, Ga-Dangme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ga-Dangme
Context triple: [Greater Accra Region, hasMajorEthnicGroup, Ga-Dangme]
  • A. Kunama
    Kunama is a Nilo-Saharan language spoken primarily by the Kunama people in western Eritrea and adjacent parts of Ethiopia.
  • B. Bamar
    The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
  • C. Lambadi
    Lambadi is an Indo-Aryan language variety spoken primarily by the Lambadi (Banjara) community across parts of northwestern and central India.
  • D. Chenchu
    Chenchu is a Dravidian language spoken by the indigenous Chenchu people, primarily inhabiting forested regions of Andhra Pradesh and Telangana in India.
  • E. Mandinka
    Mandinka is a major Mande language spoken primarily in The Gambia, Senegal, Guinea-Bissau, and neighboring West African countries by the Mandinka people.
  • 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-Dangme
Triple: [Greater Accra Region, hasMajorEthnicGroup, Ga-Dangme]
Generated description
Ga-Dangme are an ethnic group of southeastern Ghana, historically known as coastal traders and fishermen with a rich cultural heritage and distinct Ga and Dangme language varieties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ga-Dangme
Target entity description: Ga-Dangme are an ethnic group of southeastern Ghana, historically known as coastal traders and fishermen with a rich cultural heritage and distinct Ga and Dangme language varieties.
  • A. Kunama
    Kunama is a Nilo-Saharan language spoken primarily by the Kunama people in western Eritrea and adjacent parts of Ethiopia.
  • B. Bamar
    The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
  • C. Lambadi
    Lambadi is an Indo-Aryan language variety spoken primarily by the Lambadi (Banjara) community across parts of northwestern and central India.
  • D. Chenchu
    Chenchu is a Dravidian language spoken by the indigenous Chenchu people, primarily inhabiting forested regions of Andhra Pradesh and Telangana in India.
  • E. Mandinka
    Mandinka is a major Mande language spoken primarily in The Gambia, Senegal, Guinea-Bissau, and neighboring West African countries by the Mandinka people.
  • 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.