Triple

T883266
Position Surface form Disambiguated ID Type / Status
Subject Bayard Rustin E19072 entity
Predicate wrote P2831 FINISHED
Object From Protest to Politics: The Future of the Civil Rights Movement
"From Protest to Politics: The Future of the Civil Rights Movement" is a seminal 1965 essay that argues the U.S. civil rights struggle must evolve from mass protest into organized political action to achieve lasting structural change.
E103678 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: From Protest to Politics: The Future of the Civil Rights Movement | Statement: [Bayard Rustin, wrote, From Protest to Politics: The Future of the Civil Rights Movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: From Protest to Politics: The Future of the Civil Rights Movement
Context triple: [Bayard Rustin, wrote, From Protest to Politics: The Future of the Civil Rights Movement]
  • A. Why We Can’t Wait
    "Why We Can’t Wait" is a 1964 book by Martin Luther King Jr. that analyzes the civil rights struggles of 1963, including the Birmingham campaign, and argues for the urgency of nonviolent direct action against racial segregation.
  • B. Voices of Freedom
    Voices of Freedom is a collection of antislavery poems by John Greenleaf Whittier that powerfully advocated for the abolitionist cause in 19th-century America.
  • C. Reflections of a Radical Moderate
    Reflections of a Radical Moderate is a political memoir and collection of essays by former U.S. Attorney General Elliot Richardson, exploring his centrist philosophy, public service, and the ethical challenges of government.
  • D. The Fire Next Time
    The Fire Next Time is a seminal 1963 non-fiction book by James Baldwin that powerfully examines race, religion, and the Black experience in America through two extended essays.
  • E. Field Notes on Democracy
    Field Notes on Democracy is a collection of political essays by Arundhati Roy that critiques contemporary Indian democracy, nationalism, and state power.
  • 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: From Protest to Politics: The Future of the Civil Rights Movement
Triple: [Bayard Rustin, wrote, From Protest to Politics: The Future of the Civil Rights Movement]
Generated description
"From Protest to Politics: The Future of the Civil Rights Movement" is a seminal 1965 essay that argues the U.S. civil rights struggle must evolve from mass protest into organized political action to achieve lasting structural change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: From Protest to Politics: The Future of the Civil Rights Movement
Target entity description: "From Protest to Politics: The Future of the Civil Rights Movement" is a seminal 1965 essay that argues the U.S. civil rights struggle must evolve from mass protest into organized political action to achieve lasting structural change.
  • A. Why We Can’t Wait
    "Why We Can’t Wait" is a 1964 book by Martin Luther King Jr. that analyzes the civil rights struggles of 1963, including the Birmingham campaign, and argues for the urgency of nonviolent direct action against racial segregation.
  • B. Voices of Freedom
    Voices of Freedom is a collection of antislavery poems by John Greenleaf Whittier that powerfully advocated for the abolitionist cause in 19th-century America.
  • C. Reflections of a Radical Moderate
    Reflections of a Radical Moderate is a political memoir and collection of essays by former U.S. Attorney General Elliot Richardson, exploring his centrist philosophy, public service, and the ethical challenges of government.
  • D. The Fire Next Time
    The Fire Next Time is a seminal 1963 non-fiction book by James Baldwin that powerfully examines race, religion, and the Black experience in America through two extended essays.
  • E. Field Notes on Democracy
    Field Notes on Democracy is a collection of political essays by Arundhati Roy that critiques contemporary Indian democracy, nationalism, and state power.
  • 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_69a4939c32488190a7ccd41cf0abb22b completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4accda4148190aa628dab14d7f5de completed March 1, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b85883c481909261bde7fdebcde1 completed March 4, 2026, 4:43 a.m.
NEDg Description generation batch_69a7b95117e881908efe83c0f8b685fe completed March 4, 2026, 4:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7b9a6edd48190a1feff7e887f76ba completed March 4, 2026, 4:48 a.m.
Created at: March 1, 2026, 7:39 p.m.