Triple

T23484240
Position Surface form Disambiguated ID Type / Status
Subject James E. Shepard E570486 entity
Predicate instanceOf P0 FINISHED
Object African-American educator C31130 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07 
Target class: African-American educator
Context triple: [James E. Shepard, instanceOf, African-American educator]
  • A. African American educator chosen
    An African American educator is a teacher, scholar, or academic leader of African American heritage who facilitates learning, advances knowledge, and often engages with issues of equity, culture, and social justice in educational settings.
  • B. African American community leader
    An African American community leader is an individual of African American heritage who actively advocates for, organizes, and empowers their community to address social, economic, and political challenges while promoting equity and cultural pride.
  • C. African-American architect
    An African-American architect is a design professional of African-American heritage who plans, designs, and oversees the construction of buildings and spaces, often engaging with cultural, historical, and social contexts related to the African-American experience.
  • D. African-American businessperson
    An African-American businessperson is an individual of African-American heritage engaged in commercial, entrepreneurial, or corporate activities, contributing to economic development and often navigating and challenging historical and systemic barriers in the business world.
  • E. African-American activist
    An African-American activist is an individual of African-American heritage who advocates for social, political, and economic justice, working to challenge and transform systems of racism and inequality affecting Black communities in the United States.
  • F. None of above.

Provenance (1 batch)

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_69e245b0b01481908f636939bedd804c completed April 17, 2026, 2:37 p.m.
Created at: April 17, 2026, 6:03 p.m.