Triple

T10528450
Position Surface form Disambiguated ID Type / Status
Subject Marc Lamont Hill E248367 entity
Predicate notableWork P4 FINISHED
Object Nobody: Casualties of America’s War on the Vulnerable, from Ferguson to Flint and Beyond
"Nobody: Casualties of America’s War on the Vulnerable, from Ferguson to Flint and Beyond" is a nonfiction book by Marc Lamont Hill that examines how systemic racism, poverty, and state violence render marginalized people in the United States politically and socially disposable.
E869560 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: Nobody: Casualties of America’s War on the Vulnerable, from Ferguson to Flint and Beyond | Statement: [Marc Lamont Hill, notableWork, Nobody: Casualties of America’s War on the Vulnerable, from Ferguson to Flint and Beyond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nobody: Casualties of America’s War on the Vulnerable, from Ferguson to Flint and Beyond
Context triple: [Marc Lamont Hill, notableWork, Nobody: Casualties of America’s War on the Vulnerable, from Ferguson to Flint and Beyond]
  • A. War Against the Panthers: A Study of Repression in America
    "War Against the Panthers: A Study of Repression in America" is Huey P. Newton’s doctoral dissertation analyzing the U.S. government’s surveillance, harassment, and suppression of the Black Panther Party and broader Black liberation movements.
  • B. The War You Don't See
    The War You Don't See is a documentary film by journalist John Pilger that critically examines how the media shapes public perception of war and conflict.
  • C. Civil Wars: Observations from the Front Lines of America
    Civil Wars: Observations from the Front Lines of America is a collection of essays by poet and activist June Jordan that examines race, politics, and social justice in the United States.
  • D. Voices of a People’s History of the United States
    Voices of a People’s History of the United States is a companion anthology to Howard Zinn’s work that presents speeches, letters, songs, and other primary sources highlighting the perspectives of marginalized and dissenting people in American history.
  • E. “The Black Family in the Age of Mass Incarceration”
    “The Black Family in the Age of Mass Incarceration” is an essay by Ta-Nehisi Coates that examines how U.S. criminal justice policies have devastated Black families and communities.
  • 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: Nobody: Casualties of America’s War on the Vulnerable, from Ferguson to Flint and Beyond
Triple: [Marc Lamont Hill, notableWork, Nobody: Casualties of America’s War on the Vulnerable, from Ferguson to Flint and Beyond]
Generated description
"Nobody: Casualties of America’s War on the Vulnerable, from Ferguson to Flint and Beyond" is a nonfiction book by Marc Lamont Hill that examines how systemic racism, poverty, and state violence render marginalized people in the United States politically and socially disposable.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nobody: Casualties of America’s War on the Vulnerable, from Ferguson to Flint and Beyond
Target entity description: "Nobody: Casualties of America’s War on the Vulnerable, from Ferguson to Flint and Beyond" is a nonfiction book by Marc Lamont Hill that examines how systemic racism, poverty, and state violence render marginalized people in the United States politically and socially disposable.
  • A. War Against the Panthers: A Study of Repression in America
    "War Against the Panthers: A Study of Repression in America" is Huey P. Newton’s doctoral dissertation analyzing the U.S. government’s surveillance, harassment, and suppression of the Black Panther Party and broader Black liberation movements.
  • B. The War You Don't See
    The War You Don't See is a documentary film by journalist John Pilger that critically examines how the media shapes public perception of war and conflict.
  • C. Civil Wars: Observations from the Front Lines of America
    Civil Wars: Observations from the Front Lines of America is a collection of essays by poet and activist June Jordan that examines race, politics, and social justice in the United States.
  • D. Voices of a People’s History of the United States
    Voices of a People’s History of the United States is a companion anthology to Howard Zinn’s work that presents speeches, letters, songs, and other primary sources highlighting the perspectives of marginalized and dissenting people in American history.
  • E. “The Black Family in the Age of Mass Incarceration”
    “The Black Family in the Age of Mass Incarceration” is an essay by Ta-Nehisi Coates that examines how U.S. criminal justice policies have devastated Black families and communities.
  • 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_69d381c5c7448190bec34bee7ec72bac completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509f6f4a88190ae6e0cc0bcbff0c5 completed April 7, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d90e31350c8190a7493cdc33cc450a completed April 10, 2026, 2:50 p.m.
NEDg Description generation batch_69d9107e8b94819086ebba1675a0db54 completed April 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69d911a16b1481909197b00c30de48c4 completed April 10, 2026, 3:05 p.m.
Created at: April 6, 2026, 12:30 p.m.