Triple

T623906
Position Surface form Disambiguated ID Type / Status
Subject Vivian "Buster" Burey Marshall E14572 entity
Predicate partOf P40 FINISHED
Object 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.
E78162 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 history | Statement: [Vivian "Buster" Burey Marshall, partOf, African-American history]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African-American history
Context triple: [Vivian "Buster" Burey Marshall, partOf, African-American history]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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. 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 history
Triple: [Vivian "Buster" Burey Marshall, partOf, African-American history]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African-American history
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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. 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_69a4934b17c881909ace8270e8ddd202 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e41753881909f0faed720cc31bc completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a567012e9c81909d502e29fff35750 completed March 2, 2026, 10:31 a.m.
NEDg Description generation batch_69a567715b388190849ee0c43380d4be completed March 2, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69a567e60de88190a3088e1ada35571c completed March 2, 2026, 10:35 a.m.
Created at: March 1, 2026, 7:35 p.m.