Triple

T12492556
Position Surface form Disambiguated ID Type / Status
Subject A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service E298600 entity
Predicate relatedWorkOfAuthor P922 FINISHED
Object Duty: Memoirs of a Secretary at War E298598 NE FINISHED

How this triple was built (2 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: Duty: Memoirs of a Secretary at War | Statement: [A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service, relatedWorkOfAuthor, Duty: Memoirs of a Secretary at War]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Duty: Memoirs of a Secretary at War
Context triple: [A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service, relatedWorkOfAuthor, Duty: Memoirs of a Secretary at War]
  • A. Duty: Memoirs of a Secretary at War chosen
    Duty: Memoirs of a Secretary at War is a political memoir by former U.S. Secretary of Defense Robert M. Gates, offering an insider’s account of American defense and foreign policy during the George W. Bush and Barack Obama administrations.
  • B. Bush at War
    "Bush at War" is a nonfiction book by journalist Bob Woodward that chronicles the decision-making and inner workings of the George W. Bush administration in the aftermath of the September 11, 2001 terrorist attacks.
  • C. Madam Secretary: A Memoir
    "Madam Secretary: A Memoir" is the autobiography of former U.S. Secretary of State Madeleine Albright, recounting her life story and career in American diplomacy.
  • D. The Unknown Known
    The Unknown Known is a 2013 documentary film by Errol Morris that explores the career, philosophy, and public statements of former U.S. Secretary of Defense Donald Rumsfeld, particularly regarding the Iraq War.
  • E. Secrets: A Memoir of Vietnam and the Pentagon Papers
    Secrets: A Memoir of Vietnam and the Pentagon Papers is Daniel Ellsberg’s autobiographical account of his role in revealing the Pentagon Papers and his evolving opposition to the Vietnam War.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94de3076c81909640c982d520ca6b completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bab99bc8190abe6dfb7c6a7fe6f completed May 2, 2026, 7:08 p.m.
Created at: April 8, 2026, 9:56 p.m.