Triple

T2881759
Position Surface form Disambiguated ID Type / Status
Subject Afro-Barbadians E59411 entity
Predicate relatedGroup P37 FINISHED
Object Afro-Guyanese
Afro-Guyanese are Guyanese people of African descent, largely descended from enslaved Africans brought to work on plantations, who today form a significant ethnic group with distinct cultural, historical, and social contributions to Guyana.
E307979 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: Afro-Guyanese | Statement: [Afro-Barbadians, relatedGroup, Afro-Guyanese]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afro-Guyanese
Context triple: [Afro-Barbadians, relatedGroup, Afro-Guyanese]
  • A. Afro-Guadeloupeans
    Afro-Guadeloupeans are people of primarily African descent from the French Caribbean island of Guadeloupe, shaped by the legacies of slavery, Creole culture, and French colonial history.
  • B. Afro-Vincentians
    Afro-Vincentians are people of African descent from Saint Vincent and the Grenadines, forming the country’s largest ethnic group and shaping much of its culture and history.
  • C. Afro-Grenadians
    Afro-Grenadians are people of predominantly African descent from the Caribbean island nation of Grenada, whose culture blends African heritage with local Caribbean traditions.
  • D. Afro-Surinamese
    Afro-Surinamese are Surinamese people of African descent whose culture blends West African heritage with Dutch colonial and Caribbean influences.
  • E. Afro-Barbadians
    Afro-Barbadians are Barbadian citizens of predominantly African descent whose culture, history, and identity have been shaped by the legacy of the Atlantic slave trade and the development of Barbadian society.
  • 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: Afro-Guyanese
Triple: [Afro-Barbadians, relatedGroup, Afro-Guyanese]
Generated description
Afro-Guyanese are Guyanese people of African descent, largely descended from enslaved Africans brought to work on plantations, who today form a significant ethnic group with distinct cultural, historical, and social contributions to Guyana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afro-Guyanese
Target entity description: Afro-Guyanese are Guyanese people of African descent, largely descended from enslaved Africans brought to work on plantations, who today form a significant ethnic group with distinct cultural, historical, and social contributions to Guyana.
  • A. Afro-Guadeloupeans
    Afro-Guadeloupeans are people of primarily African descent from the French Caribbean island of Guadeloupe, shaped by the legacies of slavery, Creole culture, and French colonial history.
  • B. Afro-Vincentians
    Afro-Vincentians are people of African descent from Saint Vincent and the Grenadines, forming the country’s largest ethnic group and shaping much of its culture and history.
  • C. Afro-Grenadians
    Afro-Grenadians are people of predominantly African descent from the Caribbean island nation of Grenada, whose culture blends African heritage with local Caribbean traditions.
  • D. Afro-Surinamese
    Afro-Surinamese are Surinamese people of African descent whose culture blends West African heritage with Dutch colonial and Caribbean influences.
  • E. Afro-Barbadians
    Afro-Barbadians are Barbadian citizens of predominantly African descent whose culture, history, and identity have been shaped by the legacy of the Atlantic slave trade and the development of Barbadian society.
  • 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_69ab4ac739188190a112f42a5a69c951 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abe02aa5948190a2e0bd9168232bd5 completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b031633efc819088c2ea29eafaff0f completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b033894ca881908691b88e6108257c completed March 10, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69b03c3af7b48190b66bb32df59196e3 completed March 10, 2026, 3:43 p.m.
Created at: March 6, 2026, 10:03 p.m.