Triple

T12330372
Position Surface form Disambiguated ID Type / Status
Subject Mark Perry (historian) E293942 entity
Predicate notableWork P4 FINISHED
Object Four Stars: The Inside Story of the Forty-Year Battle Between the Joint Chiefs of Staff and America’s Civilian Leaders
"Four Stars: The Inside Story of the Forty-Year Battle Between the Joint Chiefs of Staff and America’s Civilian Leaders" is a nonfiction book by historian Mark Perry that examines decades of tension and power struggles between the U.S. military’s top brass and civilian leadership.
E976628 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: Four Stars: The Inside Story of the Forty-Year Battle Between the Joint Chiefs of Staff and America’s Civilian Leaders | Statement: [Mark Perry (historian), notableWork, Four Stars: The Inside Story of the Forty-Year Battle Between the Joint Chiefs of Staff and America’s Civilian Leaders]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Four Stars: The Inside Story of the Forty-Year Battle Between the Joint Chiefs of Staff and America’s Civilian Leaders
Context triple: [Mark Perry (historian), notableWork, Four Stars: The Inside Story of the Forty-Year Battle Between the Joint Chiefs of Staff and America’s Civilian Leaders]
  • A. Fighting for Peace: Seven Critical Years in the Pentagon
    Fighting for Peace: Seven Critical Years in the Pentagon is a memoir by former U.S. Secretary of Defense Caspar Weinberger recounting his experiences and policy decisions during the Reagan administration.
  • B. The Best and the Brightest
    The Best and the Brightest is a 2010 comedy film about a couple navigating the cutthroat world of elite New York City kindergarten admissions.
  • C. Dereliction of Duty: Johnson, McNamara, the Joint Chiefs of Staff, and the Lies That Led to Vietnam
    "Dereliction of Duty: Johnson, McNamara, the Joint Chiefs of Staff, and the Lies That Led to Vietnam" is a historical and military analysis book by H. R. McMaster that critiques the political and military leadership decisions that escalated U.S. involvement in the Vietnam War.
  • D. The Generals: Patton, MacArthur, Marshall, and the Winning of World War II
    "The Generals: Patton, MacArthur, Marshall, and the Winning of World War II" is a historical nonfiction book that profiles three key American commanders and examines how their leadership shaped the Allied victory in World War II.
  • E. The Brothers: John Foster Dulles, Allen Dulles, and Their Secret World War
    "The Brothers: John Foster Dulles, Allen Dulles, and Their Secret World War" is a historical nonfiction book by Stephen Kinzer that examines how the Dulles brothers shaped U.S. foreign policy and covert operations during the Cold War.
  • 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: Four Stars: The Inside Story of the Forty-Year Battle Between the Joint Chiefs of Staff and America’s Civilian Leaders
Triple: [Mark Perry (historian), notableWork, Four Stars: The Inside Story of the Forty-Year Battle Between the Joint Chiefs of Staff and America’s Civilian Leaders]
Generated description
"Four Stars: The Inside Story of the Forty-Year Battle Between the Joint Chiefs of Staff and America’s Civilian Leaders" is a nonfiction book by historian Mark Perry that examines decades of tension and power struggles between the U.S. military’s top brass and civilian leadership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Four Stars: The Inside Story of the Forty-Year Battle Between the Joint Chiefs of Staff and America’s Civilian Leaders
Target entity description: "Four Stars: The Inside Story of the Forty-Year Battle Between the Joint Chiefs of Staff and America’s Civilian Leaders" is a nonfiction book by historian Mark Perry that examines decades of tension and power struggles between the U.S. military’s top brass and civilian leadership.
  • A. Fighting for Peace: Seven Critical Years in the Pentagon
    Fighting for Peace: Seven Critical Years in the Pentagon is a memoir by former U.S. Secretary of Defense Caspar Weinberger recounting his experiences and policy decisions during the Reagan administration.
  • B. The Best and the Brightest
    The Best and the Brightest is a 2010 comedy film about a couple navigating the cutthroat world of elite New York City kindergarten admissions.
  • C. Dereliction of Duty: Johnson, McNamara, the Joint Chiefs of Staff, and the Lies That Led to Vietnam
    "Dereliction of Duty: Johnson, McNamara, the Joint Chiefs of Staff, and the Lies That Led to Vietnam" is a historical and military analysis book by H. R. McMaster that critiques the political and military leadership decisions that escalated U.S. involvement in the Vietnam War.
  • D. The Generals: Patton, MacArthur, Marshall, and the Winning of World War II
    "The Generals: Patton, MacArthur, Marshall, and the Winning of World War II" is a historical nonfiction book that profiles three key American commanders and examines how their leadership shaped the Allied victory in World War II.
  • E. The Brothers: John Foster Dulles, Allen Dulles, and Their Secret World War
    "The Brothers: John Foster Dulles, Allen Dulles, and Their Secret World War" is a historical nonfiction book by Stephen Kinzer that examines how the Dulles brothers shaped U.S. foreign policy and covert operations during the Cold War.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f634ee08190b4f533505d402219 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e9114f48190988b84eaec2e810f completed May 2, 2026, 3:56 p.m.
NEDg Description generation batch_69f61fd2429c8190a8a7c46c312e262d completed May 2, 2026, 4:01 p.m.
NED2 Entity disambiguation (via description) batch_69f623f5aa608190bce3e62e08077216 completed May 2, 2026, 4:19 p.m.
Created at: April 8, 2026, 9:53 p.m.