Triple

T7537494
Position Surface form Disambiguated ID Type / Status
Subject Central American Americans E178185 entity
Predicate includesSubgroup P10571 FINISHED
Object Costa Rican Americans
Costa Rican Americans are U.S. residents or citizens of Costa Rican ancestry, forming a smaller but distinct Latino community with cultural roots in Costa Rica and ties to broader Central American American populations.
E391712 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: Costa Rican Americans | Statement: [Central American Americans, includesSubgroup, Costa Rican Americans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Costa Rican Americans
Context triple: [Central American Americans, includesSubgroup, Costa Rican Americans]
  • A. 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.
  • B. Guatemalan Americans
    Guatemalan Americans are U.S. residents or citizens of Guatemalan origin, known for their rich Mayan and mestizo cultural heritage and growing communities particularly in states like California, Texas, and New York.
  • C. Honduran Americans
    Honduran Americans are people in the United States of Honduran ancestry, forming a growing Central American immigrant community with distinct cultural traditions and social ties across the U.S.
  • D. Salvadoran American
    Salvadoran American refers to a person in the United States of Salvadoran ancestry, forming part of the broader Latino/Hispanic American community.
  • E. Salvadoran diaspora
    The Salvadoran diaspora is the global community of people of Salvadoran origin living outside El Salvador, notably in the United States, who maintain cultural, social, and economic ties to their homeland.
  • 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: Costa Rican Americans
Triple: [Central American Americans, includesSubgroup, Costa Rican Americans]
Generated description
Costa Rican Americans are U.S. residents or citizens of Costa Rican ancestry, forming a smaller but distinct Latino community with cultural roots in Costa Rica and ties to broader Central American American populations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Costa Rican Americans
Target entity description: Costa Rican Americans are U.S. residents or citizens of Costa Rican ancestry, forming a smaller but distinct Latino community with cultural roots in Costa Rica and ties to broader Central American American populations.
  • A. Costa Ricans chosen
    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.
  • B. Guatemalan Americans
    Guatemalan Americans are U.S. residents or citizens of Guatemalan origin, known for their rich Mayan and mestizo cultural heritage and growing communities particularly in states like California, Texas, and New York.
  • C. Honduran Americans
    Honduran Americans are people in the United States of Honduran ancestry, forming a growing Central American immigrant community with distinct cultural traditions and social ties across the U.S.
  • D. Salvadoran American
    Salvadoran American refers to a person in the United States of Salvadoran ancestry, forming part of the broader Latino/Hispanic American community.
  • E. Salvadoran diaspora
    The Salvadoran diaspora is the global community of people of Salvadoran origin living outside El Salvador, notably in the United States, who maintain cultural, social, and economic ties to their homeland.
  • F. None of above.

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_69c69f2be3888190a6667a27f8f195e9 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8710400819088e430c8c550577e completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f108aec81909b0738b6273d5bd3 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c853ef32288190bcd3c53242bfba25 completed March 28, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69c85458fa7481908809f46373445156 completed March 28, 2026, 10:21 p.m.
Created at: March 27, 2026, 3:48 p.m.