Triple

T7345642
Position Surface form Disambiguated ID Type / Status
Subject The Empire of Necessity E169371 entity
Predicate originalTitle P65 FINISHED
Object The Empire of Necessity: Slavery, Freedom, and Deception in the New World E169371 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: The Empire of Necessity: Slavery, Freedom, and Deception in the New World | Statement: [The Empire of Necessity, originalTitle, The Empire of Necessity: Slavery, Freedom, and Deception in the New World]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Empire of Necessity: Slavery, Freedom, and Deception in the New World
Context triple: [The Empire of Necessity, originalTitle, The Empire of Necessity: Slavery, Freedom, and Deception in the New World]
  • A. The Empire of Necessity chosen
    The Empire of Necessity is a historical nonfiction book by Greg Grandin that examines slavery, capitalism, and rebellion in the early 19th-century Atlantic world through the story behind Herman Melville’s “Benito Cereno.”
  • B. The Coming Slavery
    "The Coming Slavery" is an essay by Herbert Spencer warning that expanding state control and social legislation would gradually erode individual liberty and lead to a form of modern servitude.
  • C. Slavery and Freedom
    "Slavery and Freedom" is a philosophical work by Nicolas Berdyaev that explores the spiritual and existential dimensions of human freedom in contrast to various forms of inner and outer bondage.
  • D. New York Burning: Liberty, Slavery, and Conspiracy in Eighteenth-Century Manhattan
    "New York Burning: Liberty, Slavery, and Conspiracy in Eighteenth-Century Manhattan" is a historical study by Jill Lepore that examines the 1741 slave conspiracy trials in New York City to explore the intertwined histories of slavery, fear, and the development of American liberty.
  • E. Black Atlantic
    Black Atlantic refers to the transnational cultural, historical, and political space shaped by the movements, experiences, and creative expressions of African-descended peoples across Africa, the Americas, the Caribbean, and Europe.
  • 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_69c68a57710481909f0c1f3c6ebdb6f2 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0eeb30081909d25704ac9b49d0e completed March 27, 2026, 9:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa8de0888190b62101471048b8e1 completed March 28, 2026, 3:58 p.m.
Created at: March 27, 2026, 3:05 p.m.