Triple

T10264053
Position Surface form Disambiguated ID Type / Status
Subject Afrocentrism E240670 entity
Predicate influenced P9 FINISHED
Object Afrocentric psychology
Afrocentric psychology is a theoretical and therapeutic approach that centers African and African diaspora worldviews, values, and cultural experiences in understanding and promoting psychological well-being.
E240670 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: Afrocentric psychology | Statement: [Afrocentrism, influenced, Afrocentric psychology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afrocentric psychology
Context triple: [Afrocentrism, influenced, Afrocentric psychology]
  • A. Afrocentrism
    Afrocentrism is an intellectual and cultural movement that centers African history, values, and perspectives in the interpretation of global civilization and the experiences of people of African descent.
  • 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. Decolonising the Mind
    Decolonising the Mind is a seminal collection of essays by Ngũgĩ wa Thiong’o that critiques the cultural and psychological impacts of colonialism and advocates for writing in African languages as an act of resistance.
  • D. Fundamental Institute of Black Africa
    The Fundamental Institute of Black Africa is a Dakar-based research and cultural institution dedicated to the study, preservation, and promotion of African and African diasporic civilizations.
  • E. Tough Notes: A Healing Call For Creating Exceptional Black Men
    Tough Notes: A Healing Call For Creating Exceptional Black Men is a nonfiction book by poet and educator Haki R. Madhubuti that offers guidance, critique, and affirmation aimed at nurturing and empowering Black men and boys.
  • 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: Afrocentric psychology
Triple: [Afrocentrism, influenced, Afrocentric psychology]
Generated description
Afrocentric psychology is a theoretical and therapeutic approach that centers African and African diaspora worldviews, values, and cultural experiences in understanding and promoting psychological well-being.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afrocentric psychology
Target entity description: Afrocentric psychology is a theoretical and therapeutic approach that centers African and African diaspora worldviews, values, and cultural experiences in understanding and promoting psychological well-being.
  • A. Afrocentrism chosen
    Afrocentrism is an intellectual and cultural movement that centers African history, values, and perspectives in the interpretation of global civilization and the experiences of people of African descent.
  • 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. Decolonising the Mind
    Decolonising the Mind is a seminal collection of essays by Ngũgĩ wa Thiong’o that critiques the cultural and psychological impacts of colonialism and advocates for writing in African languages as an act of resistance.
  • D. Fundamental Institute of Black Africa
    The Fundamental Institute of Black Africa is a Dakar-based research and cultural institution dedicated to the study, preservation, and promotion of African and African diasporic civilizations.
  • E. Tough Notes: A Healing Call For Creating Exceptional Black Men
    Tough Notes: A Healing Call For Creating Exceptional Black Men is a nonfiction book by poet and educator Haki R. Madhubuti that offers guidance, critique, and affirmation aimed at nurturing and empowering Black men and boys.
  • F. None of above.

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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d25e68fc8190b46699d2266c0505 completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7ff3f808190b4a8a021f44e2176 completed April 9, 2026, 12:51 a.m.
NEDg Description generation batch_69d6fcabb5a08190a26c068163f48878 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd7212b88190b410b8e1cc6f56fd completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:33 a.m.