Triple

T18254750
Position Surface form Disambiguated ID Type / Status
Subject Bruce Gibney E437194 entity
Predicate notableWork P4 FINISHED
Object A Generation of Sociopaths: How the Baby Boomers Betrayed America
A Generation of Sociopaths: How the Baby Boomers Betrayed America is a nonfiction book by Bruce Gibney that argues U.S. Baby Boomers’ political and economic choices have systematically undermined the country’s future.
 E1314110 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 Generation of Sociopaths: How the Baby Boomers Betrayed America | Statement: [Bruce Gibney, notableWork, A Generation of Sociopaths: How the Baby Boomers Betrayed America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Generation of Sociopaths: How the Baby Boomers Betrayed America
Context triple: [Bruce Gibney, notableWork, A Generation of Sociopaths: How the Baby Boomers Betrayed America]
  • A. At War With Ourselves
    "At War With Ourselves" is a contemporary musical work by American composer Michael Abels that explores themes of race, history, and social conflict.
  • B. The Age of Spin
    The Age of Spin is a 2017 Netflix stand-up comedy special by Dave Chappelle that marked his high-profile return to long-form televised comedy.
  • C. 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.
  • D. America Betrayed
    America Betrayed is a political documentary film directed by Nicole Boxer that investigates corruption, cronyism, and the failures of government oversight in the United States.
  • E. The Decline of the American Empire
    The Decline of the American Empire is a 1986 Canadian French-language comedy-drama film directed by Denys Arcand that explores the personal and sexual lives of a group of intellectuals in Montreal.
  • 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 Generation of Sociopaths: How the Baby Boomers Betrayed America
Triple: [Bruce Gibney, notableWork, A Generation of Sociopaths: How the Baby Boomers Betrayed America]
Generated description
A Generation of Sociopaths: How the Baby Boomers Betrayed America is a nonfiction book by Bruce Gibney that argues U.S. Baby Boomers’ political and economic choices have systematically undermined the country’s future.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A Generation of Sociopaths: How the Baby Boomers Betrayed America
Target entity description: A Generation of Sociopaths: How the Baby Boomers Betrayed America is a nonfiction book by Bruce Gibney that argues U.S. Baby Boomers’ political and economic choices have systematically undermined the country’s future.
  • A. At War With Ourselves
    "At War With Ourselves" is a contemporary musical work by American composer Michael Abels that explores themes of race, history, and social conflict.
  • B. The Age of Spin
    The Age of Spin is a 2017 Netflix stand-up comedy special by Dave Chappelle that marked his high-profile return to long-form televised comedy.
  • C. 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.
  • D. America Betrayed
    America Betrayed is a political documentary film directed by Nicole Boxer that investigates corruption, cronyism, and the failures of government oversight in the United States.
  • E. The Decline of the American Empire
    The Decline of the American Empire is a 1986 Canadian French-language comedy-drama film directed by Denys Arcand that explores the personal and sexual lives of a group of intellectuals in Montreal.
  • 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4fd84b3a481908bbc1a5e5034d397 completed April 19, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03ac79bc7881909794d5f563ab0552 completed May 12, 2026, 10:40 p.m.
NEDg Description generation batch_6a03ad3be75c819080f57a24747ec55f completed May 12, 2026, 10:44 p.m.
NED2 Entity disambiguation (via description) batch_6a03aede6ea481908bb9acdb2ff17e9a completed May 12, 2026, 10:51 p.m.
Created at: April 10, 2026, 10:33 a.m.