Triple

T5281830
Position Surface form Disambiguated ID Type / Status
Subject Ben Bernanke E119514 entity
Predicate notableWork P4 FINISHED
Object The Courage to Act: A Memoir of a Crisis and Its Aftermath
The Courage to Act: A Memoir of a Crisis and Its Aftermath is Ben Bernanke’s autobiographical account of his leadership of the Federal Reserve during the 2008 global financial crisis and the policy decisions that shaped its recovery.
E508346 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: The Courage to Act: A Memoir of a Crisis and Its Aftermath | Statement: [Ben Bernanke, notableWork, The Courage to Act: A Memoir of a Crisis and Its Aftermath]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Courage to Act: A Memoir of a Crisis and Its Aftermath
Context triple: [Ben Bernanke, notableWork, The Courage to Act: A Memoir of a Crisis and Its Aftermath]
  • A. Thirteen Days: A Memoir of the Cuban Missile Crisis
    Thirteen Days: A Memoir of the Cuban Missile Crisis is Robert F. Kennedy’s firsthand account of the tense 1962 standoff between the United States and the Soviet Union, offering an inside view of the Kennedy administration’s decision-making during the nuclear crisis.
  • B. Suicide of a Superpower
    "Suicide of a Superpower" is a political commentary book by conservative commentator Pat Buchanan that argues the United States is in cultural and geopolitical decline.
  • C. Six Crises
    Six Crises is a political memoir by Richard Nixon in which he recounts and analyzes six major challenges from his early political career.
  • D. A Time to Lead
    A Time to Lead is a political and military memoir by retired U.S. Army General Wesley Clark, reflecting on his career and views on leadership and national security.
  • E. What We Have Done
    "What We Have Done" is a prominent track from Ludwig Göransson’s score for the 2023 film *Oppenheimer*, reflecting the movie’s intense emotional and dramatic themes.
  • 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: The Courage to Act: A Memoir of a Crisis and Its Aftermath
Triple: [Ben Bernanke, notableWork, The Courage to Act: A Memoir of a Crisis and Its Aftermath]
Generated description
The Courage to Act: A Memoir of a Crisis and Its Aftermath is Ben Bernanke’s autobiographical account of his leadership of the Federal Reserve during the 2008 global financial crisis and the policy decisions that shaped its recovery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Courage to Act: A Memoir of a Crisis and Its Aftermath
Target entity description: The Courage to Act: A Memoir of a Crisis and Its Aftermath is Ben Bernanke’s autobiographical account of his leadership of the Federal Reserve during the 2008 global financial crisis and the policy decisions that shaped its recovery.
  • A. Thirteen Days: A Memoir of the Cuban Missile Crisis
    Thirteen Days: A Memoir of the Cuban Missile Crisis is Robert F. Kennedy’s firsthand account of the tense 1962 standoff between the United States and the Soviet Union, offering an inside view of the Kennedy administration’s decision-making during the nuclear crisis.
  • B. Suicide of a Superpower
    "Suicide of a Superpower" is a political commentary book by conservative commentator Pat Buchanan that argues the United States is in cultural and geopolitical decline.
  • C. Six Crises
    Six Crises is a political memoir by Richard Nixon in which he recounts and analyzes six major challenges from his early political career.
  • D. A Time to Lead
    A Time to Lead is a political and military memoir by retired U.S. Army General Wesley Clark, reflecting on his career and views on leadership and national security.
  • E. What We Have Done
    "What We Have Done" is a prominent track from Ludwig Göransson’s score for the 2023 film *Oppenheimer*, reflecting the movie’s intense emotional and dramatic themes.
  • 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_69bd446d05a8819092ad333a3f9c8d5c completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84c69780819097a1ea9385e11077 completed March 20, 2026, 5:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06e27b5081908b755a817d4c260a completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf08bf26448190bd3a3f632ea79d85 completed March 21, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69bf091f09f88190aa382387e6b94662 completed March 21, 2026, 9:09 p.m.
Created at: March 20, 2026, 1:52 p.m.