Triple

T3364791
Position Surface form Disambiguated ID Type / Status
Subject North Brentwood, Maryland E70808 entity
Predicate populationMajorityGroup P21204 FINISHED
Object African Americans 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 Americans | Statement: [North Brentwood, Maryland, populationMajorityGroup, African Americans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African Americans
Context triple: [North Brentwood, Maryland, populationMajorityGroup, African Americans]
  • 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. 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.
  • C. West Africans
    West Africans are the diverse peoples originating from the western region of the African continent, encompassing numerous ethnic groups, languages, and cultures that have significantly influenced global history and the African diaspora.
  • D. Afro-Bahamians
    Afro-Bahamians are Bahamian citizens of predominantly African descent whose culture, history, and identity are rooted in the legacy of the transatlantic slave trade and the broader Afro-Caribbean experience.
  • 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: populationMajorityGroup
Context triple: [North Brentwood, Maryland, populationMajorityGroup, African Americans]
  • A. demographicMajority chosen
    Indicates that one group constitutes more than half of the population within a specified context or area.
  • B. majorityCountry
    Indicates that a given country is the one in which the majority of a specified group, population, or instances are located or occur.
  • C. hasSignificantPopulationGroup
    Indicates that an entity contains or is associated with a notable or substantial subgroup of a population, distinguished by shared characteristics or attributes.
  • D. majorPopulationIn
    Indicates that a significant portion of a population is located in or primarily associated with a particular place or region.
  • E. majorityLanguageOf
    Indicates that a given language is the primary or most widely spoken language within a specified group, region, 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_69ad85a729d48190afd789cd8417f289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb28643f48190b78b0222f8323344 completed March 8, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3254daf8c8190b2141682503c111e completed March 12, 2026, 8:42 p.m.
PD Predicate disambiguation batch_69ada4317e288190ab7d0f66e9dba65f completed March 8, 2026, 4:30 p.m.
Created at: March 8, 2026, 3:13 p.m.