Triple

T1380160
Position Surface form Disambiguated ID Type / Status
Subject Port-au-Prince E29318 entity
Predicate demographicsEthnicGroup P12220 FINISHED
Object Afro-Haitians
Afro-Haitians are the descendants of enslaved Africans in Haiti who today constitute the country’s Black majority and form the core of its cultural, linguistic, and historical identity.
E158681 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: Afro-Haitians | Statement: [Port-au-Prince, demographicsEthnicGroup, Afro-Haitians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afro-Haitians
Context triple: [Port-au-Prince, demographicsEthnicGroup, Afro-Haitians]
  • 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-Martiniquais
    Afro-Martiniquais are people of African descent from the Caribbean island of Martinique, shaped by a history of slavery, colonialism, and a rich Creole cultural heritage.
  • D. Afro-Dominicans (Dominican Republic)
    Afro-Dominicans (Dominican Republic) are Dominicans of predominantly African ancestry whose cultural, historical, and social contributions have significantly shaped the nation’s identity, music, religion, and traditions.
  • E. Haitian Americans
    Haitian Americans are U.S. residents or citizens of Haitian descent, many of whom are concentrated in South Florida and maintain strong cultural, linguistic, and familial ties to Haiti.
  • 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-Haitians
Triple: [Port-au-Prince, demographicsEthnicGroup, Afro-Haitians]
Generated description
Afro-Haitians are the descendants of enslaved Africans in Haiti who today constitute the country’s Black majority and form the core of its cultural, linguistic, and historical identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afro-Haitians
Target entity description: Afro-Haitians are the descendants of enslaved Africans in Haiti who today constitute the country’s Black majority and form the core of its cultural, linguistic, and historical identity.
  • 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-Martiniquais
    Afro-Martiniquais are people of African descent from the Caribbean island of Martinique, shaped by a history of slavery, colonialism, and a rich Creole cultural heritage.
  • D. Afro-Dominicans (Dominican Republic)
    Afro-Dominicans (Dominican Republic) are Dominicans of predominantly African ancestry whose cultural, historical, and social contributions have significantly shaped the nation’s identity, music, religion, and traditions.
  • E. Haitian Americans
    Haitian Americans are U.S. residents or citizens of Haitian descent, many of whom are concentrated in South Florida and maintain strong cultural, linguistic, and familial ties to Haiti.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: demographicsEthnicGroup
Context triple: [Port-au-Prince, demographicsEthnicGroup, Afro-Haitians]
  • A. otherEthnicGroup
    Indicates that one entity belongs to a different ethnic group than the other entity.
  • B. involvedEthnicGroup chosen
    Indicates that a particular ethnic group participates in, is affected by, or is otherwise associated with the referenced event, situation, or entity.
  • C. ethnicGroupResearched
    Indicates that a particular ethnic group is the subject or focus of a research activity or study conducted by an entity.
  • D. affectedEthnicGroup
    Indicates that a particular ethnic group is impacted or influenced by an event, condition, policy, or action.
  • E. relatedEthnicGroup
    Indicates that there is a notable ethnic connection or association between two ethnic groups, such as shared ancestry, culture, or historical ties.
  • 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_69a498d883a48190bfdca525296ef7ee completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c319f46481909ba8a69a19b865e5 completed March 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd48a48fc81908b156c273cb5dfc0 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd77d879881908decae7056bfd277 completed March 8, 2026, 1:57 a.m.
NED2 Entity disambiguation (via description) batch_69acd81c7c1081908b65ca5a57f8706e completed March 8, 2026, 1:59 a.m.
PD Predicate disambiguation batch_69a4befcabdc8190a9f05d002603f81c completed March 1, 2026, 10:34 p.m.
Created at: March 1, 2026, 7:59 p.m.