Triple

T16339775
Position Surface form Disambiguated ID Type / Status
Subject Freedom and Development E396765 entity
Predicate hasPhilosophicalTradition P3629 FINISHED
Object African political philosophy
African political philosophy is a field of thought that critically examines political ideas, institutions, and practices in Africa, often emphasizing communal values, decolonization, self-determination, and the pursuit of social justice and development.
E1207304 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 political philosophy | Statement: [Freedom and Development, hasPhilosophicalTradition, African political philosophy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African political philosophy
Context triple: [Freedom and Development, hasPhilosophicalTradition, African political philosophy]
  • A. Africana philosophy
    Africana philosophy is a field of thought that critically examines the experiences, ideas, histories, and cultural expressions of people of African descent, often focusing on issues of identity, liberation, and social justice.
  • B. 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.
  • C. Pan-Africanism
    Pan-Africanism is a political and cultural movement advocating the unity, solidarity, and collective self-determination of people of African descent worldwide.
  • D. African nationalism
    African nationalism is a political and ideological movement that advocates for the self-determination, unity, and liberation of African peoples from colonialism, racism, and oppression.
  • E. African socialism
    African socialism is a political and economic ideology that blends socialist principles with traditional African communal values and anti-colonial nationalism, emphasizing social equality, collective ownership, and pan-African solidarity.
  • 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 political philosophy
Triple: [Freedom and Development, hasPhilosophicalTradition, African political philosophy]
Generated description
African political philosophy is a field of thought that critically examines political ideas, institutions, and practices in Africa, often emphasizing communal values, decolonization, self-determination, and the pursuit of social justice and development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African political philosophy
Target entity description: African political philosophy is a field of thought that critically examines political ideas, institutions, and practices in Africa, often emphasizing communal values, decolonization, self-determination, and the pursuit of social justice and development.
  • A. Africana philosophy
    Africana philosophy is a field of thought that critically examines the experiences, ideas, histories, and cultural expressions of people of African descent, often focusing on issues of identity, liberation, and social justice.
  • B. 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.
  • C. Pan-Africanism
    Pan-Africanism is a political and cultural movement advocating the unity, solidarity, and collective self-determination of people of African descent worldwide.
  • D. African nationalism
    African nationalism is a political and ideological movement that advocates for the self-determination, unity, and liberation of African peoples from colonialism, racism, and oppression.
  • E. African socialism
    African socialism is a political and economic ideology that blends socialist principles with traditional African communal values and anti-colonial nationalism, emphasizing social equality, collective ownership, and pan-African solidarity.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2da08fbc88190a31127d10ca633d6 completed April 18, 2026, 1:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00261b31c08190908a72bff20871be completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a0028275f008190abd10f186bdf9fd2 completed May 10, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0028e71de88190b48e33f2116e78dc completed May 10, 2026, 6:42 a.m.
Created at: April 10, 2026, 5:07 a.m.