Triple

T9923748
Position Surface form Disambiguated ID Type / Status
Subject Walker System of hair care E187865 entity
Predicate geographicFocus P82 FINISHED
Object African American communities in the United States E1571 NE FINISHED

How this triple was built (2 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 communities in the United States | Statement: [Walker System of hair care, geographicFocus, African American communities in the United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: African American communities in the United States
Context triple: [Walker System of hair care, geographicFocus, African American communities in the United States]
  • 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 Lives
    African American Lives is a documentary television series hosted by Henry Louis Gates Jr. that explores the genealogy and ancestral histories of prominent African Americans using historical research and DNA analysis.
  • C. 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.
  • D. 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.
  • E. African American cultural landscape of Atlanta
    The African American cultural landscape of Atlanta encompasses the historic neighborhoods, institutions, sacred spaces, and community landmarks shaped by Black Atlantans’ social, political, and cultural life from the 19th century to the present.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca82b22a688190b52c75bd48429c10 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb59733188190900426e4e29ae5e3 completed April 2, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d20e0bdae08190acb94fe7d5471e4b completed April 5, 2026, 7:23 a.m.
Created at: March 30, 2026, 8:43 p.m.