Triple

T1481801
Position Surface form Disambiguated ID Type / Status
Subject Greg Grandin E30972 entity
Predicate notableWork P4 FINISHED
Object The Empire of Necessity
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.”
E169371 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: The Empire of Necessity | Statement: [Greg Grandin, notableWork, The Empire of Necessity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Empire of Necessity
Context triple: [Greg Grandin, notableWork, The Empire of Necessity]
  • A. A Mercy
    "A Mercy" is a historical novel by Toni Morrison that explores themes of slavery, motherhood, and identity in 17th-century America through the intertwined lives of several women.
  • B. Middle Passage
    The Middle Passage was the brutal transatlantic sea journey during which enslaved Africans were forcibly transported under horrific conditions to the Americas.
  • C. The Liberator
    The Liberator was a prominent 19th-century American abolitionist newspaper that became a leading voice in the movement to end slavery in the United States.
  • D. Newport Rising
    Newport Rising was a major 1839 Chartist-led armed uprising in Newport, Wales, and one of the most significant episodes of working-class protest in 19th-century Britain.
  • E. The Test of Freedom
    The Test of Freedom is a work by American socialist leader and six-time presidential candidate Norman Thomas that reflects his political philosophy and advocacy for civil liberties and social justice.
  • 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: The Empire of Necessity
Triple: [Greg Grandin, notableWork, The Empire of Necessity]
Generated description
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.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Empire of Necessity
Target entity description: 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.”
  • A. A Mercy
    "A Mercy" is a historical novel by Toni Morrison that explores themes of slavery, motherhood, and identity in 17th-century America through the intertwined lives of several women.
  • B. Middle Passage
    The Middle Passage was the brutal transatlantic sea journey during which enslaved Africans were forcibly transported under horrific conditions to the Americas.
  • C. The Liberator
    The Liberator was a prominent 19th-century American abolitionist newspaper that became a leading voice in the movement to end slavery in the United States.
  • D. Newport Rising
    Newport Rising was a major 1839 Chartist-led armed uprising in Newport, Wales, and one of the most significant episodes of working-class protest in 19th-century Britain.
  • E. The Test of Freedom
    The Test of Freedom is a work by American socialist leader and six-time presidential candidate Norman Thomas that reflects his political philosophy and advocacy for civil liberties and social justice.
  • 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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c67699848190852e376efe22737c completed March 1, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad15b1bea08190a1e21ddc15148d3a completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad1694bcc48190bf54dca4479a95e7 completed March 8, 2026, 6:26 a.m.
NED2 Entity disambiguation (via description) batch_69ad170694f48190840f08db72d9f315 completed March 8, 2026, 6:28 a.m.
Created at: March 1, 2026, 8:11 p.m.