Triple

T370091
Position Surface form Disambiguated ID Type / Status
Subject Division of Social Sciences (UC Berkeley L&S) E8248 entity
Predicate fieldOfStudy P3 FINISHED
Object African American studies
African American studies is an interdisciplinary academic field that examines the history, culture, politics, and experiences of people of African descent, particularly in the United States.
E46869 NE FINISHED

How this triple was built (4 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 studies | Statement: [Division of Social Sciences (UC Berkeley L&S), fieldOfStudy, African American studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African American studies
Context triple: [Division of Social Sciences (UC Berkeley L&S), fieldOfStudy, African American studies]
  • A. African American literature
    African American literature is a body of writing by Black Americans that explores their historical experiences, cultural identity, and struggles against racism and oppression, often blending oral traditions, political critique, and artistic innovation.
  • B. Black Americans
    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.
  • C. HBCUs
    HBCUs (Historically Black Colleges and Universities) are institutions of higher education in the United States established primarily to serve African American students and preserve Black academic and cultural heritage.
  • D. American civil rights movement
    The American civil rights movement was a mid-20th-century mass social and political campaign, prominently led by figures like Martin Luther King Jr., that sought to end racial segregation and discrimination against African Americans and secure equal rights under the law.
  • E. Black Arts Movement
    The Black Arts Movement was a 1960s–1970s African American artistic and literary movement that promoted Black cultural pride, political empowerment, and experimental forms in poetry, theater, visual arts, and music.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: African American studies
Triple: [Division of Social Sciences (UC Berkeley L&S), fieldOfStudy, African American studies]
Generated description
African American studies is an interdisciplinary academic field that examines the history, culture, politics, and experiences of people of African descent, particularly in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African American studies
Target entity description: African American studies is an interdisciplinary academic field that examines the history, culture, politics, and experiences of people of African descent, particularly in the United States.
  • A. African American literature
    African American literature is a body of writing by Black Americans that explores their historical experiences, cultural identity, and struggles against racism and oppression, often blending oral traditions, political critique, and artistic innovation.
  • B. Black Americans
    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.
  • C. HBCUs
    HBCUs (Historically Black Colleges and Universities) are institutions of higher education in the United States established primarily to serve African American students and preserve Black academic and cultural heritage.
  • D. American civil rights movement
    The American civil rights movement was a mid-20th-century mass social and political campaign, prominently led by figures like Martin Luther King Jr., that sought to end racial segregation and discrimination against African Americans and secure equal rights under the law.
  • E. Black Arts Movement
    The Black Arts Movement was a 1960s–1970s African American artistic and literary movement that promoted Black cultural pride, political empowerment, and experimental forms in poetry, theater, visual arts, and music.
  • F. None of above. chosen

Provenance (5 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_69a2e7f2ec648190b42bc7db424f8109 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebff472881909fad81d597425ea6 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3ecac7e048190a76c02c738599c61 completed March 1, 2026, 7:37 a.m.
NEDg Description generation batch_69a3ed24dd888190bc333e764c228250 completed March 1, 2026, 7:39 a.m.
NED2 Entity disambiguation (via description) batch_69a3eeb57a9481908fe2b62805495b15 completed March 1, 2026, 7:45 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.