Triple

T8756714
Position Surface form Disambiguated ID Type / Status
Subject East Baltimore E208088 entity
Predicate demographicsIncludes P58038 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: [East Baltimore, demographicsIncludes, African Americans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African Americans
Context triple: [East Baltimore, demographicsIncludes, 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. the Blacks
    The Blacks were the faction loyal to Rhaenyra Targaryen during the Targaryen civil war known as the Dance of the Dragons in George R.R. Martin’s fictional history of Westeros.
  • D. 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.
  • E. 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.
  • 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: demographicsIncludes
Context triple: [East Baltimore, demographicsIncludes, African Americans]
  • A. demographics
    Indicates the relationship of providing or characterizing statistical information about a population’s attributes, such as age, gender, income, or education.
  • B. involvesDemographic chosen
    Indicates that an action, event, or entity is related to, affects, or includes a specific demographic group or population segment.
  • C. hasDemographic
    Indicates that an entity is associated with or characterized by a particular demographic group or attribute.
  • D. demographicsNote
    Indicates that there is an associated note or commentary describing demographic-related information about an entity.
  • E. demographicsDescriptor
    Indicates a descriptive attribute or classification that characterizes the demographic properties of an entity or group.
  • 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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ddabdc88190ba50ef1833a815d0 completed March 31, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf4338c0f88190a1e3f7ef164b6c6d completed April 3, 2026, 4:34 a.m.
PD Predicate disambiguation batch_69cc5c160dac8190b4aeb4bf0529de52 completed March 31, 2026, 11:43 p.m.
Created at: March 30, 2026, 6:40 p.m.