Triple

T17041165
Position Surface form Disambiguated ID Type / Status
Subject Ward Churchill E413448 entity
Predicate notableWork P4 FINISHED
Object Agents of Repression: The FBI’s Secret Wars Against the Black Panther Party and the American Indian Movement
"Agents of Repression: The FBI’s Secret Wars Against the Black Panther Party and the American Indian Movement" is a nonfiction book that examines the U.S. government’s covert campaigns to surveil, disrupt, and neutralize Black and Indigenous liberation movements in the late 20th century.
E143344 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: Agents of Repression: The FBI’s Secret Wars Against the Black Panther Party and the American Indian Movement | Statement: [Ward Churchill, notableWork, Agents of Repression: The FBI’s Secret Wars Against the Black Panther Party and the American Indian Movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agents of Repression: The FBI’s Secret Wars Against the Black Panther Party and the American Indian Movement
Context triple: [Ward Churchill, notableWork, Agents of Repression: The FBI’s Secret Wars Against the Black Panther Party and the American Indian Movement]
  • 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. Survival Programs of the Black Panther Party
    The Survival Programs of the Black Panther Party were a network of community-based social service initiatives—such as free food, health care, and education—designed to meet Black communities’ immediate needs while advancing the party’s broader political goals.
  • C. Citizens' Commission to Investigate the FBI
    The Citizens' Commission to Investigate the FBI was a clandestine activist group that in 1971 broke into an FBI office, stole secret files, and publicly revealed widespread illegal surveillance and harassment programs.
  • D. Ojibwa Warrior: Dennis Banks and the Rise of the American Indian Movement
    *Ojibwa Warrior: Dennis Banks and the Rise of the American Indian Movement* is an autobiographical account chronicling Dennis Banks’s life and his central role in founding and leading the American Indian Movement and the broader struggle for Native American rights.
  • E. FBI COINTELPRO operations
    FBI COINTELPRO operations were a series of covert and often illegal counterintelligence programs conducted by the FBI to surveil, infiltrate, and disrupt domestic political organizations and activists in the United States.
  • 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: Agents of Repression: The FBI’s Secret Wars Against the Black Panther Party and the American Indian Movement
Triple: [Ward Churchill, notableWork, Agents of Repression: The FBI’s Secret Wars Against the Black Panther Party and the American Indian Movement]
Generated description
"Agents of Repression: The FBI’s Secret Wars Against the Black Panther Party and the American Indian Movement" is a nonfiction book that examines the U.S. government’s covert campaigns to surveil, disrupt, and neutralize Black and Indigenous liberation movements in the late 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agents of Repression: The FBI’s Secret Wars Against the Black Panther Party and the American Indian Movement
Target entity description: "Agents of Repression: The FBI’s Secret Wars Against the Black Panther Party and the American Indian Movement" is a nonfiction book that examines the U.S. government’s covert campaigns to surveil, disrupt, and neutralize Black and Indigenous liberation movements in the late 20th century.
  • 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. Survival Programs of the Black Panther Party
    The Survival Programs of the Black Panther Party were a network of community-based social service initiatives—such as free food, health care, and education—designed to meet Black communities’ immediate needs while advancing the party’s broader political goals.
  • C. Citizens' Commission to Investigate the FBI
    The Citizens' Commission to Investigate the FBI was a clandestine activist group that in 1971 broke into an FBI office, stole secret files, and publicly revealed widespread illegal surveillance and harassment programs.
  • D. Ojibwa Warrior: Dennis Banks and the Rise of the American Indian Movement
    *Ojibwa Warrior: Dennis Banks and the Rise of the American Indian Movement* is an autobiographical account chronicling Dennis Banks’s life and his central role in founding and leading the American Indian Movement and the broader struggle for Native American rights.
  • E. FBI COINTELPRO operations chosen
    FBI COINTELPRO operations were a series of covert and often illegal counterintelligence programs conducted by the FBI to surveil, infiltrate, and disrupt domestic political organizations and activists in the United States.
  • F. None of above.

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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f6a0c08190a838279b83b55b72 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012338a95c8190951db96209edb61a completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a01241510048190ae1c459873f8a587 completed May 11, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_6a0124e389908190b2ee3121be2c9383 completed May 11, 2026, 12:37 a.m.
Created at: April 10, 2026, 5:33 a.m.