Triple

T2891152
Position Surface form Disambiguated ID Type / Status
Subject James Comey E63825 entity
Predicate notableWork P4 FINISHED
Object A Higher Loyalty: Truth, Lies, and Leadership
A Higher Loyalty: Truth, Lies, and Leadership is a memoir by former FBI Director James Comey reflecting on his career in law enforcement, ethical leadership, and his controversial interactions with President Donald Trump.
E308639 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: A Higher Loyalty: Truth, Lies, and Leadership | Statement: [James Comey, notableWork, A Higher Loyalty: Truth, Lies, and Leadership]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Higher Loyalty: Truth, Lies, and Leadership
Context triple: [James Comey, notableWork, A Higher Loyalty: Truth, Lies, and Leadership]
  • A. Truth and Power
    "Truth and Power" is a significant work by political theorist Hans Morgenthau that explores the relationship between political authority, moral responsibility, and the pursuit of truth in international affairs.
  • B. “Loyalty and Truth”
    “Loyalty and Truth” is the traditional Latin motto of King’s College, Cambridge, expressing the college’s core values of faithfulness and integrity.
  • C. The Lessons of Power
    The Lessons of Power is a political memoir by former French president François Hollande reflecting on his years in office and the exercise of presidential authority.
  • D. Leadership in Turbulent Times
    Leadership in Turbulent Times is a historical study by Doris Kearns Goodwin that examines how four U.S. presidents—Abraham Lincoln, Theodore Roosevelt, Franklin D. Roosevelt, and Lyndon B. Johnson—confronted and led through periods of national crisis.
  • E. Loyalties
    Loyalties is a 1922 play by John Galsworthy that explores themes of anti-Semitism, class prejudice, and moral responsibility within upper-class English society.
  • 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: A Higher Loyalty: Truth, Lies, and Leadership
Triple: [James Comey, notableWork, A Higher Loyalty: Truth, Lies, and Leadership]
Generated description
A Higher Loyalty: Truth, Lies, and Leadership is a memoir by former FBI Director James Comey reflecting on his career in law enforcement, ethical leadership, and his controversial interactions with President Donald Trump.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Higher Loyalty: Truth, Lies, and Leadership
Target entity description: A Higher Loyalty: Truth, Lies, and Leadership is a memoir by former FBI Director James Comey reflecting on his career in law enforcement, ethical leadership, and his controversial interactions with President Donald Trump.
  • A. Truth and Power
    "Truth and Power" is a significant work by political theorist Hans Morgenthau that explores the relationship between political authority, moral responsibility, and the pursuit of truth in international affairs.
  • B. “Loyalty and Truth”
    “Loyalty and Truth” is the traditional Latin motto of King’s College, Cambridge, expressing the college’s core values of faithfulness and integrity.
  • C. The Lessons of Power
    The Lessons of Power is a political memoir by former French president François Hollande reflecting on his years in office and the exercise of presidential authority.
  • D. Leadership in Turbulent Times
    Leadership in Turbulent Times is a historical study by Doris Kearns Goodwin that examines how four U.S. presidents—Abraham Lincoln, Theodore Roosevelt, Franklin D. Roosevelt, and Lyndon B. Johnson—confronted and led through periods of national crisis.
  • E. Loyalties
    Loyalties is a 1922 play by John Galsworthy that explores themes of anti-Semitism, class prejudice, and moral responsibility within upper-class English society.
  • 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_69ab4c45822c8190830c5f2bb97bcfd0 completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe05f98848190a33344fa780a3597 completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03179d7448190bcdbea164856aaa2 completed March 10, 2026, 2:58 p.m.
NEDg Description generation batch_69b03f0c5bac81909aa21d5963a86c92 completed March 10, 2026, 3:55 p.m.
NED2 Entity disambiguation (via description) batch_69b044c1ea3c8190a9ae7c1431d3a3f2 completed March 10, 2026, 4:20 p.m.
Created at: March 6, 2026, 10:07 p.m.