Triple

T7815785
Position Surface form Disambiguated ID Type / Status
Subject Vicente Fox E181003 entity
Predicate authorOf P4244 FINISHED
Object Revolution of Hope
Revolution of Hope is a political memoir by former Mexican president Vicente Fox that reflects on his life, presidency, and vision for democratic reform and social change.
 E694808 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: Revolution of Hope | Statement: [Vicente Fox, authorOf, Revolution of Hope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Revolution of Hope
Context triple: [Vicente Fox, authorOf, Revolution of Hope]
  • A. The Revolution
    The Revolution is the American funk rock band best known as Prince’s backing group during his peak 1980s period, including the Purple Rain era.
  • B. The Revolution
    The Revolution was a 19th-century American weekly newspaper founded by Susan B. Anthony and Elizabeth Cady Stanton that advocated for women's suffrage and broader social reforms.
  • C. The Inevitable Revolution
    The Inevitable Revolution is a political work by Lebanese Druze leader and thinker Kamal Jumblatt that outlines his revolutionary, socialist, and humanist vision for transforming Arab and Lebanese society.
  • D. The March of Democracy
    The March of Democracy is a multi-volume historical work by James Truslow Adams that traces the development of democratic ideals and institutions in the United States.
  • E. Revolution in the Valley
    Revolution in the Valley is a nonfiction book by Andy Hertzfeld that chronicles the early development of the Apple Macintosh through firsthand anecdotes and stories from the original team.
  • 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: Revolution of Hope
Triple: [Vicente Fox, authorOf, Revolution of Hope]
Generated description
Revolution of Hope is a political memoir by former Mexican president Vicente Fox that reflects on his life, presidency, and vision for democratic reform and social change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Revolution of Hope
Target entity description: Revolution of Hope is a political memoir by former Mexican president Vicente Fox that reflects on his life, presidency, and vision for democratic reform and social change.
  • A. The Revolution
    The Revolution is the American funk rock band best known as Prince’s backing group during his peak 1980s period, including the Purple Rain era.
  • B. The Revolution
    The Revolution was a 19th-century American weekly newspaper founded by Susan B. Anthony and Elizabeth Cady Stanton that advocated for women's suffrage and broader social reforms.
  • C. The Inevitable Revolution
    The Inevitable Revolution is a political work by Lebanese Druze leader and thinker Kamal Jumblatt that outlines his revolutionary, socialist, and humanist vision for transforming Arab and Lebanese society.
  • D. The March of Democracy
    The March of Democracy is a multi-volume historical work by James Truslow Adams that traces the development of democratic ideals and institutions in the United States.
  • E. Revolution in the Valley
    Revolution in the Valley is a nonfiction book by Andy Hertzfeld that chronicles the early development of the Apple Macintosh through firsthand anecdotes and stories from the original team.
  • 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_69ca828153f48190bdb27ac46f8e0745 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf96d1f088190a1d005ffb019afe9 completed March 30, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb1488a2e48190924f44b46f925d87 completed March 31, 2026, 12:25 a.m.
NEDg Description generation batch_69cb1732bb608190aa776f23f0dc6189 completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a62569c81908709d814954f667e completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:39 p.m.