Triple

T14648875
Position Surface form Disambiguated ID Type / Status
Subject Maat, The Moral Ideal in Ancient Egypt: A Study in Classical African Ethics E343924 entity
Predicate arguesThat P2397 FINISHED
Object Maat provides a framework for contemporary African ethics E343924 NE FINISHED

How this triple was built (2 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: Maat provides a framework for contemporary African ethics | Statement: [Maat, The Moral Ideal in Ancient Egypt: A Study in Classical African Ethics, arguesThat, Maat provides a framework for contemporary African ethics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maat provides a framework for contemporary African ethics
Context triple: [Maat, The Moral Ideal in Ancient Egypt: A Study in Classical African Ethics, arguesThat, Maat provides a framework for contemporary African ethics]
  • A. Maat, The Moral Ideal in Ancient Egypt: A Study in Classical African Ethics chosen
    *Maat, The Moral Ideal in Ancient Egypt: A Study in Classical African Ethics* is a scholarly work by Maulana Karenga that analyzes the ancient Egyptian concept of Maat as a foundational system of African moral and philosophical thought.
  • B. “Africanity: A Combative Ontology”
    “Africanity: A Combative Ontology” is a seminal work of African social thought in which Archie Mafeje critically interrogates the concept of African identity and challenges Eurocentric epistemologies.
  • C. Nyayo philosophy
    Nyayo philosophy is the political ideology promoted by former Kenyan president Daniel arap Moi, emphasizing peace, love, and unity as guiding principles for governance and national cohesion.
  • D. Program of African Studies at Northwestern University
    The Program of African Studies at Northwestern University is a pioneering interdisciplinary center dedicated to the research and teaching of African societies, cultures, and histories.
  • E. Ethics for the New Millennium
    Ethics for the New Millennium is a philosophical and spiritual book by the 14th Dalai Lama that outlines a universal, secular approach to compassion and moral living in the modern world.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d822e1a2cc81908e5bb93cf61ce3cc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4ed037c8190a87bf43f839fec05 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5d7915c8190ae690810110c0b60 completed May 8, 2026, 12:23 p.m.
Created at: April 10, 2026, 1:26 a.m.