Triple

T19618033
Position Surface form Disambiguated ID Type / Status
Subject Barbara Ransby E470918 entity
Predicate notableWork P4 FINISHED
Object Making All Black Lives Matter: Reimagining Freedom in the Twenty-First Century
Making All Black Lives Matter: Reimagining Freedom in the Twenty-First Century is a nonfiction book that analyzes the contemporary Black Lives Matter movement, its feminist and queer leadership, and its broader implications for social justice and democracy in the United States.
E1386929 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: Making All Black Lives Matter: Reimagining Freedom in the Twenty-First Century | Statement: [Barbara Ransby, notableWork, Making All Black Lives Matter: Reimagining Freedom in the Twenty-First Century]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Making All Black Lives Matter: Reimagining Freedom in the Twenty-First Century
Context triple: [Barbara Ransby, notableWork, Making All Black Lives Matter: Reimagining Freedom in the Twenty-First Century]
  • A. Freedom Dreams: The Black Radical Imagination
    Freedom Dreams: The Black Radical Imagination is a seminal work of Black radical thought in which historian Robin D. G. Kelley explores how Black activists, artists, and intellectuals have used visionary imagination to challenge oppression and envision liberatory futures.
  • B. A Black Way of Seeing: From "Liberty" to Freedom
    A Black Way of Seeing: From "Liberty" to Freedom is a nonfiction book by Paul Robeson Jr. that examines American history and politics through a Black radical and human-rights-centered perspective.
  • C. Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future
    "Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future" is a scholarly work that examines how reinterpreting African-American history can inform and transform contemporary struggles for racial justice in the United States.
  • D. Speaking Truth to Power: Essays on Race, Resistance, and Radicalism
    "Speaking Truth to Power: Essays on Race, Resistance, and Radicalism" is a collection of essays by historian and activist Manning Marable that critically examines racial injustice, Black political struggle, and radical social change in the United States.
  • E. The Making of Black Revolutionaries
    The Making of Black Revolutionaries is James Forman’s autobiographical account of his life and leadership in the civil rights and Black Power movements, offering an insider’s history of the Student Nonviolent Coordinating Committee (SNCC) and 1960s Black activism.
  • 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: Making All Black Lives Matter: Reimagining Freedom in the Twenty-First Century
Triple: [Barbara Ransby, notableWork, Making All Black Lives Matter: Reimagining Freedom in the Twenty-First Century]
Generated description
Making All Black Lives Matter: Reimagining Freedom in the Twenty-First Century is a nonfiction book that analyzes the contemporary Black Lives Matter movement, its feminist and queer leadership, and its broader implications for social justice and democracy in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Making All Black Lives Matter: Reimagining Freedom in the Twenty-First Century
Target entity description: Making All Black Lives Matter: Reimagining Freedom in the Twenty-First Century is a nonfiction book that analyzes the contemporary Black Lives Matter movement, its feminist and queer leadership, and its broader implications for social justice and democracy in the United States.
  • A. Freedom Dreams: The Black Radical Imagination
    Freedom Dreams: The Black Radical Imagination is a seminal work of Black radical thought in which historian Robin D. G. Kelley explores how Black activists, artists, and intellectuals have used visionary imagination to challenge oppression and envision liberatory futures.
  • B. A Black Way of Seeing: From "Liberty" to Freedom
    A Black Way of Seeing: From "Liberty" to Freedom is a nonfiction book by Paul Robeson Jr. that examines American history and politics through a Black radical and human-rights-centered perspective.
  • C. Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future
    "Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future" is a scholarly work that examines how reinterpreting African-American history can inform and transform contemporary struggles for racial justice in the United States.
  • D. Speaking Truth to Power: Essays on Race, Resistance, and Radicalism
    "Speaking Truth to Power: Essays on Race, Resistance, and Radicalism" is a collection of essays by historian and activist Manning Marable that critically examines racial injustice, Black political struggle, and radical social change in the United States.
  • E. The Making of Black Revolutionaries
    The Making of Black Revolutionaries is James Forman’s autobiographical account of his life and leadership in the civil rights and Black Power movements, offering an insider’s history of the Student Nonviolent Coordinating Committee (SNCC) and 1960s Black activism.
  • 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_69d8e510fa248190b7afb274a1d4cf73 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640e346548190b12e38d716bdfc4f completed April 20, 2026, 3:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0771b607a481908f1ef27fd21ab249 completed May 15, 2026, 7:19 p.m.
NEDg Description generation batch_6a0776c2482c8190b00e10c793506bcd completed May 15, 2026, 7:40 p.m.
NED2 Entity disambiguation (via description) batch_6a0777879ed0819096df261fa6178796 completed May 15, 2026, 7:44 p.m.
Created at: April 10, 2026, 1:43 p.m.