Triple

T12572712
Position Surface form Disambiguated ID Type / Status
Subject African diaspora studies E295643 entity
Predicate relatedTo P37 FINISHED
Object Black studies
Black studies is an interdisciplinary academic field that examines the history, culture, politics, and experiences of people of African descent, particularly in relation to systems of racism, resistance, and social change.
 E992625 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: Black studies | Statement: [African diaspora studies, relatedTo, Black studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Black studies
Context triple: [African diaspora studies, relatedTo, Black studies]
  • 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. Introduction to Black Studies
    Introduction to Black Studies is a foundational textbook that systematically outlines the history, theory, and core themes of the academic field of Black Studies.
  • C. Race and Resistance Studies
    Race and Resistance Studies is an academic field that examines the historical and contemporary struggles of racialized communities against oppression, focusing on power, inequality, and movements for social justice.
  • D. African diaspora studies
    African diaspora studies is an interdisciplinary field that examines the histories, cultures, experiences, and global movements of people of African descent outside the African continent.
  • E. African studies
    African studies is an interdisciplinary academic field focused on the histories, cultures, politics, societies, and economies of the African continent and its diasporas.
  • 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: Black studies
Triple: [African diaspora studies, relatedTo, Black studies]
Generated description
Black studies is an interdisciplinary academic field that examines the history, culture, politics, and experiences of people of African descent, particularly in relation to systems of racism, resistance, and social change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Black studies
Target entity description: Black studies is an interdisciplinary academic field that examines the history, culture, politics, and experiences of people of African descent, particularly in relation to systems of racism, resistance, and social change.
  • 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. Introduction to Black Studies
    Introduction to Black Studies is a foundational textbook that systematically outlines the history, theory, and core themes of the academic field of Black Studies.
  • C. Race and Resistance Studies
    Race and Resistance Studies is an academic field that examines the historical and contemporary struggles of racialized communities against oppression, focusing on power, inequality, and movements for social justice.
  • D. African diaspora studies
    African diaspora studies is an interdisciplinary field that examines the histories, cultures, experiences, and global movements of people of African descent outside the African continent.
  • E. African studies
    African studies is an interdisciplinary academic field focused on the histories, cultures, politics, societies, and economies of the African continent and its diasporas.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954a52c788190beac128a97e34dc1 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65eb8ec888190b46a0b48840efd20 completed May 2, 2026, 8:29 p.m.
NEDg Description generation batch_69f660294004819089714099a08085f6 completed May 2, 2026, 8:35 p.m.
NED2 Entity disambiguation (via description) batch_69f6613ce1108190851cf8491fe666c8 completed May 2, 2026, 8:40 p.m.
Created at: April 8, 2026, 11:50 p.m.