Triple

T2293117
Position Surface form Disambiguated ID Type / Status
Subject Chatham, Chicago E51549 entity
Predicate hasMajorityPopulationGroup P21204 FINISHED
Object African American E1571 NE FINISHED

How this triple was built (3 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: African American | Statement: [Chatham, Chicago, hasMajorityPopulationGroup, African American]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African American
Context triple: [Chatham, Chicago, hasMajorityPopulationGroup, African American]
  • A. Black Americans chosen
    Black Americans are a racial and ethnic group in the United States descended largely from enslaved Africans, with a distinct cultural, historical, and political legacy that has profoundly shaped American society.
  • B. African-American culture
    African-American culture is the rich, diverse set of traditions, artistic expressions, social practices, and values developed by African Americans that has profoundly shaped music, language, fashion, and popular culture in the United States and beyond.
  • C. African-American history
    African-American history is the chronicle of the experiences, struggles, and contributions of people of African descent in the United States, encompassing slavery, emancipation, civil rights movements, and ongoing cultural and political influence.
  • D. Afro-Latin Americans
    Afro-Latin Americans are people of African descent in Latin America whose cultures blend African, Indigenous, and European influences and who have played a central role in the region’s history, music, religion, and social movements.
  • E. African diaspora
    The African diaspora refers to the global communities of people of African descent living outside the African continent, formed largely through historical processes such as the transatlantic slave trade, migration, and displacement.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMajorityPopulationGroup
Context triple: [Chatham, Chicago, hasMajorityPopulationGroup, African American]
  • A. hasSignificantPopulationGroup
    Indicates that an entity contains or is associated with a notable or substantial subgroup of a population, distinguished by shared characteristics or attributes.
  • B. hasMinorityIn
    Indicates that one entity holds a non-controlling, minority ownership or stake in another entity.
  • C. demographicMajority chosen
    Indicates that one group constitutes more than half of the population within a specified context or area.
  • D. majorityCountry
    Indicates that a given country is the one in which the majority of a specified group, population, or instances are located or occur.
  • E. numberOfEthnicGroupsRepresented
    Indicates the count of distinct ethnic groups that are present or represented in a given context or entity.
  • F. None of above.

Provenance (4 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_69a88b09c644819090b503456d96bf70 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abcd0e42248190ada33b84d75caa64 completed March 7, 2026, 7 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf1cded88190aa8edefc5dd94a6c completed March 9, 2026, 12:37 p.m.
PD Predicate disambiguation batch_69abc589295c819092989820c2b4e9d8 completed March 7, 2026, 6:28 a.m.
Created at: March 4, 2026, 7:48 p.m.