Triple

T2183522
Position Surface form Disambiguated ID Type / Status
Subject Afro-Mexicans E49099 entity
Predicate recognizedAsEthnicGroupInCensus P4710 FINISHED
Object 2015 intercensal survey
The 2015 intercensal survey was a nationwide demographic study in Mexico that, for the first time, officially counted Afro-Mexicans as a distinct ethnic group.
E243293 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: 2015 intercensal survey | Statement: [Afro-Mexicans, recognizedAsEthnicGroupInCensus, 2015 intercensal survey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2015 intercensal survey
Context triple: [Afro-Mexicans, recognizedAsEthnicGroupInCensus, 2015 intercensal survey]
  • A. 2020 United States census
    The 2020 United States census was the nationwide population count conducted by the U.S. Census Bureau that determined congressional representation, federal funding allocations, and demographic data for the decade.
  • B. American Community Survey
    The American Community Survey is an ongoing nationwide survey conducted by the U.S. Census Bureau that provides detailed annual demographic, social, economic, and housing data about the U.S. population.
  • C. decennial United States Census
    The decennial United States Census is a nationwide population count conducted every ten years that determines the allocation of congressional seats and federal resources among the states.
  • D. Census Day
    Census Day is the specific date designated every ten years in the United States on which population and housing information is officially counted for the decennial census.
  • E. 2010 United States census
    The 2010 United States census was the nationwide population count conducted by the U.S. Census Bureau that determined congressional apportionment and the redrawing of legislative districts for the following decade.
  • 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: 2015 intercensal survey
Triple: [Afro-Mexicans, recognizedAsEthnicGroupInCensus, 2015 intercensal survey]
Generated description
The 2015 intercensal survey was a nationwide demographic study in Mexico that, for the first time, officially counted Afro-Mexicans as a distinct ethnic group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2015 intercensal survey
Target entity description: The 2015 intercensal survey was a nationwide demographic study in Mexico that, for the first time, officially counted Afro-Mexicans as a distinct ethnic group.
  • A. 2020 United States census
    The 2020 United States census was the nationwide population count conducted by the U.S. Census Bureau that determined congressional representation, federal funding allocations, and demographic data for the decade.
  • B. American Community Survey
    The American Community Survey is an ongoing nationwide survey conducted by the U.S. Census Bureau that provides detailed annual demographic, social, economic, and housing data about the U.S. population.
  • C. decennial United States Census
    The decennial United States Census is a nationwide population count conducted every ten years that determines the allocation of congressional seats and federal resources among the states.
  • D. Census Day
    Census Day is the specific date designated every ten years in the United States on which population and housing information is officially counted for the decennial census.
  • E. 2010 United States census
    The 2010 United States census was the nationwide population count conducted by the U.S. Census Bureau that determined congressional apportionment and the redrawing of legislative districts for the following decade.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: recognizedAsEthnicGroupInCensus
Context triple: [Afro-Mexicans, recognizedAsEthnicGroupInCensus, 2015 intercensal survey]
  • A. recognizedAsMinorityIn chosen
    Indicates that an entity is officially acknowledged or classified as belonging to a minority group within a specified context or jurisdiction.
  • B. involvedEthnicGroup
    Indicates that a particular ethnic group participates in, is affected by, or is otherwise associated with the referenced event, situation, or entity.
  • C. otherEthnicGroup
    Indicates that one entity belongs to a different ethnic group than the other entity.
  • D. ethnicOrigin
    Indicates the relationship where an entity is associated with a particular ethnic group or ancestry.
  • 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_69a88aa72d348190a9544bb5b8a4e71d completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc4358fc88190a6f556c2de9fef8c completed March 7, 2026, 6:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5da963308190bcd0918b8317b3f6 completed March 9, 2026, 5:42 a.m.
NEDg Description generation batch_69ae5e30a69c8190a3f77e784401f671 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea7909c8190a93d87a5d07b84d4 completed March 9, 2026, 5:46 a.m.
PD Predicate disambiguation batch_69abbda0ec948190be88c1243d81a423 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:45 p.m.