Triple

T1667659
Position Surface form Disambiguated ID Type / Status
Subject The Man Versus the State E36049 entity
Predicate hasPart P35 FINISHED
Object 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.
E188029 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 Coming Slavery | Statement: [The Man Versus the State, hasPart, The Coming Slavery]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Coming Slavery
Context triple: [The Man Versus the State, hasPart, The Coming Slavery]
  • A. A Journey in the Seaboard Slave States
    A Journey in the Seaboard Slave States is a mid-19th-century travel narrative and social commentary that examines the economy, society, and conditions of slavery in the American South.
  • B. The Slave
    The Slave is a novel by Nobel Prize–winning author Isaac Bashevis Singer that explores themes of faith, love, and spiritual resilience in 17th-century Poland through the story of a Jewish man enslaved after a massacre.
  • C. American Negro Slave Revolts
    American Negro Slave Revolts is a seminal historical study by Herbert Aptheker that documents and analyzes the resistance and uprisings of enslaved African Americans in the United States.
  • D. An Essay on the Treatment and Conversion of African Slaves
    An Essay on the Treatment and Conversion of African Slaves is an 18th-century abolitionist tract arguing for the humane treatment and moral reform of enslaved Africans within the British Empire.
  • E. Dred: A Tale of the Great Dismal Swamp
    "Dred: A Tale of the Great Dismal Swamp" is an 1856 anti-slavery novel by Harriet Beecher Stowe that explores resistance to slavery through the story of fugitive slaves living in the Great Dismal Swamp.
  • 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 Coming Slavery
Triple: [The Man Versus the State, hasPart, The Coming Slavery]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Coming Slavery
Target entity description: "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.
  • A. A Journey in the Seaboard Slave States
    A Journey in the Seaboard Slave States is a mid-19th-century travel narrative and social commentary that examines the economy, society, and conditions of slavery in the American South.
  • B. The Slave
    The Slave is a novel by Nobel Prize–winning author Isaac Bashevis Singer that explores themes of faith, love, and spiritual resilience in 17th-century Poland through the story of a Jewish man enslaved after a massacre.
  • C. American Negro Slave Revolts
    American Negro Slave Revolts is a seminal historical study by Herbert Aptheker that documents and analyzes the resistance and uprisings of enslaved African Americans in the United States.
  • D. An Essay on the Treatment and Conversion of African Slaves
    An Essay on the Treatment and Conversion of African Slaves is an 18th-century abolitionist tract arguing for the humane treatment and moral reform of enslaved Africans within the British Empire.
  • E. Dred: A Tale of the Great Dismal Swamp
    "Dred: A Tale of the Great Dismal Swamp" is an 1856 anti-slavery novel by Harriet Beecher Stowe that explores resistance to slavery through the story of fugitive slaves living in the Great Dismal Swamp.
  • 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_69a8861286808190939afff3ce8ee31e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62d1261481909a01c8fe4ff7500d completed March 6, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad683207b08190a86c266aaece4e98 completed March 8, 2026, 12:14 p.m.
NEDg Description generation batch_69ad692a4078819080c3a89166917081 completed March 8, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_69ad698929f88190af97fc915d29a5b5 completed March 8, 2026, 12:20 p.m.
Created at: March 4, 2026, 7:29 p.m.