Triple

T16143203
Position Surface form Disambiguated ID Type / Status
Subject Costa Ricans E391712 entity
Predicate ethnicMinorities P65548 FINISHED
Object Afro-Costa Ricans
Afro-Costa Ricans are Costa Rican citizens of African descent whose culture and history significantly shape the country’s Caribbean identity and multicultural heritage.
E1195832 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-Costa Ricans | Statement: [Costa Ricans, ethnicMinorities, Afro-Costa Ricans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afro-Costa Ricans
Context triple: [Costa Ricans, ethnicMinorities, Afro-Costa Ricans]
  • A. Afro-Puerto Ricans
    Afro-Puerto Ricans are Puerto Ricans of African descent whose culture, history, and identity reflect a blend of African, Indigenous, and Spanish influences within Puerto Rico and its diaspora.
  • B. 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.
  • C. Costa Ricans
    Costa Ricans are the people of Costa Rica, known for their friendly demeanor, high quality of life, and strong emphasis on peace, nature, and community.
  • D. Afro-Colombians
    Afro-Colombians are Colombians of African descent whose cultural, historical, and social contributions have significantly shaped the nation’s identity, particularly along its Pacific and Caribbean coasts.
  • E. Afro-Panamanian
    Afro-Panamanian refers to Panamanian people of African descent whose culture and history reflect a blend of African, Caribbean, and Latin American influences.
  • 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-Costa Ricans
Triple: [Costa Ricans, ethnicMinorities, Afro-Costa Ricans]
Generated description
Afro-Costa Ricans are Costa Rican citizens of African descent whose culture and history significantly shape the country’s Caribbean identity and multicultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afro-Costa Ricans
Target entity description: Afro-Costa Ricans are Costa Rican citizens of African descent whose culture and history significantly shape the country’s Caribbean identity and multicultural heritage.
  • A. Afro-Puerto Ricans
    Afro-Puerto Ricans are Puerto Ricans of African descent whose culture, history, and identity reflect a blend of African, Indigenous, and Spanish influences within Puerto Rico and its diaspora.
  • B. 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.
  • C. Costa Ricans
    Costa Ricans are the people of Costa Rica, known for their friendly demeanor, high quality of life, and strong emphasis on peace, nature, and community.
  • D. Afro-Colombians
    Afro-Colombians are Colombians of African descent whose cultural, historical, and social contributions have significantly shaped the nation’s identity, particularly along its Pacific and Caribbean coasts.
  • E. Afro-Panamanian
    Afro-Panamanian refers to Panamanian people of African descent whose culture and history reflect a blend of African, Caribbean, and Latin American influences.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: ethnicMinorities
Context triple: [Costa Ricans, ethnicMinorities, Afro-Costa Ricans]
  • A. shareMinorityPopulations
    Indicates that two entities have overlapping or similar minority population groups in terms of presence, composition, or distribution.
  • B. minority chosen
    Indicates that one entity belongs to a smaller, less represented, or non-dominant group within a larger population or context.
  • C. historicalMinority
    Indicates that an entity has been part of a group that has been numerically, politically, or socially subordinate within a society over a significant historical period.
  • D. languageMinorityGroupsDefinedBy
    Indicates that language minority groups are characterized or specified according to a particular criterion, classification, or defining attribute.
  • E. minorityNationalIdentity
    Indicates that an entity identifies with, or is associated with, a national identity that is in the minority within a given state or society.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21d91925c81909839a4e2f189d23b completed April 17, 2026, 11:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2b9322c8190a773681679f9ad79 completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff39371648190b3f694df00ff4f3e completed May 10, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69fff47a52cc8190b0ad7c37ea444159 completed May 10, 2026, 2:59 a.m.
PD Predicate disambiguation batch_69e182885bc08190822ae7e8a4b8ac1f completed April 17, 2026, 12:44 a.m.
Created at: April 10, 2026, 5:01 a.m.