Triple

T12250955
Position Surface form Disambiguated ID Type / Status
Subject Worth the Fighting For E291968 entity
Predicate subtitle P2765 FINISHED
Object The Education of an American Maverick, and the Heroes Who Inspired Him
The Education of an American Maverick, and the Heroes Who Inspired Him is the subtitle of John McCain’s 2002 political memoir Worth the Fighting For, which reflects on his life, values, and the figures who shaped his public service.
E972081 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 Education of an American Maverick, and the Heroes Who Inspired Him | Statement: [Worth the Fighting For, subtitle, The Education of an American Maverick, and the Heroes Who Inspired Him]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Education of an American Maverick, and the Heroes Who Inspired Him
Context triple: [Worth the Fighting For, subtitle, The Education of an American Maverick, and the Heroes Who Inspired Him]
  • A. The Person Who Changed My Life: Prominent Americans Recall Their Mentors
    "The Person Who Changed My Life: Prominent Americans Recall Their Mentors" is a collection of essays in which notable Americans share personal stories about the mentors who profoundly influenced their lives and careers.
  • B. The Good Fight: The Education of an American Reformer
    "The Good Fight: The Education of an American Reformer" is a political memoir by former U.S. senator Gary Hart, reflecting on his life, ideals, and efforts to reform American politics.
  • C. The Education of an Idealist: A Memoir
    The Education of an Idealist: A Memoir is Samantha Power’s autobiographical account tracing her journey from immigrant and war correspondent to U.S. ambassador to the United Nations, exploring the challenges of pursuing human rights and moral leadership in foreign policy.
  • D. The Childhood of a Leader
    The Childhood of a Leader is a 2015 psychological drama film that traces the disturbing early years of a boy in post-World War I Europe whose behavior foreshadows the rise of fascist dictatorship.
  • E. The MacArthur I Knew
    The MacArthur I Knew is a memoir by General Richard K. Sutherland offering an insider’s portrait of General Douglas MacArthur’s leadership and personality during World War II.
  • 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 Education of an American Maverick, and the Heroes Who Inspired Him
Triple: [Worth the Fighting For, subtitle, The Education of an American Maverick, and the Heroes Who Inspired Him]
Generated description
The Education of an American Maverick, and the Heroes Who Inspired Him is the subtitle of John McCain’s 2002 political memoir Worth the Fighting For, which reflects on his life, values, and the figures who shaped his public service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Education of an American Maverick, and the Heroes Who Inspired Him
Target entity description: The Education of an American Maverick, and the Heroes Who Inspired Him is the subtitle of John McCain’s 2002 political memoir Worth the Fighting For, which reflects on his life, values, and the figures who shaped his public service.
  • A. The Person Who Changed My Life: Prominent Americans Recall Their Mentors
    "The Person Who Changed My Life: Prominent Americans Recall Their Mentors" is a collection of essays in which notable Americans share personal stories about the mentors who profoundly influenced their lives and careers.
  • B. The Good Fight: The Education of an American Reformer
    "The Good Fight: The Education of an American Reformer" is a political memoir by former U.S. senator Gary Hart, reflecting on his life, ideals, and efforts to reform American politics.
  • C. The Education of an Idealist: A Memoir
    The Education of an Idealist: A Memoir is Samantha Power’s autobiographical account tracing her journey from immigrant and war correspondent to U.S. ambassador to the United Nations, exploring the challenges of pursuing human rights and moral leadership in foreign policy.
  • D. The Childhood of a Leader
    The Childhood of a Leader is a 2015 psychological drama film that traces the disturbing early years of a boy in post-World War I Europe whose behavior foreshadows the rise of fascist dictatorship.
  • E. The MacArthur I Knew
    The MacArthur I Knew is a memoir by General Richard K. Sutherland offering an insider’s portrait of General Douglas MacArthur’s leadership and personality during World War II.
  • 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_69d6ab67950c8190be08450a06228c4b completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cc6983c81909bf479d15879a357 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60abbf75c81908a25e1c0a4aee8c1 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60f2154c8819081f9cf6f51e5255b completed May 2, 2026, 2:50 p.m.
NED2 Entity disambiguation (via description) batch_69f60fe8c2ec8190af7c69dd17ea75fe completed May 2, 2026, 2:53 p.m.
Created at: April 8, 2026, 9:52 p.m.