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.