Triple

T307897
Position Surface form Disambiguated ID Type / Status
Subject Isabel Wilkerson E6341 entity
Predicate hasWritten P2831 FINISHED
Object Caste: The Origins of Our Discontents E39595 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: Caste: The Origins of Our Discontents | Statement: [Isabel Wilkerson, hasWritten, Caste: The Origins of Our Discontents]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Caste: The Origins of Our Discontents
Context triple: [Isabel Wilkerson, hasWritten, Caste: The Origins of Our Discontents]
  • A. Caste: The Origins of Our Discontents chosen
    Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
  • B. Dreams from My Father
    Dreams from My Father is Barack Obama’s acclaimed memoir that explores his early life, family history, and search for identity across the United States, Kenya, and Indonesia.
  • C. A People’s History of American Empire
    A People’s History of American Empire is a graphic history book that adapts Howard Zinn’s radical, bottom-up account of U.S. imperialism and foreign policy for a broad, visually driven audience.
  • D. Reason and Revolution
    Reason and Revolution is a seminal 1941 philosophical work by Herbert Marcuse that critically interprets Hegel and traces the development of critical theory and modern social thought.
  • E. The Fears of the Rich, the Needs of the Poor
    The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea3289608190a36c20a47761c6e4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3bc255b308190b3f92e81801e65eb completed March 1, 2026, 4:10 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.