Triple

T19453282
Position Surface form Disambiguated ID Type / Status
Subject Atlas Shrugged: Part I E486669 entity
Predicate mainCharacter P1183 FINISHED
Object Hank Rearden — NE NERFINISHED

How this triple was built (3 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: Hank Rearden | Statement: [Atlas Shrugged: Part I, mainCharacter, Hank Rearden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hank Rearden
Context triple: [Atlas Shrugged: Part I, mainCharacter, Hank Rearden]
  • A. John Galt
    John Galt was a Scottish novelist, entrepreneur, and colonization official best known for founding the Canada Company and establishing several early Canadian settlements.
  • B. Randolph Galt
    Randolph Galt was the husband of American actress Anne Baxter, known primarily for his marriage to the Academy Award–winning star.
  • C. Frank Cowperwood
    Frank Cowperwood is an ambitious and morally ambiguous financier whose ruthless rise and fall in the world of high-stakes capitalism drives the narrative of Theodore Dreiser’s novels.
  • D. Galt
    Galt is a historic community now forming part of the city of Cambridge, Ontario, known for its 19th-century architecture and scenic Grand River setting.
  • E. Galt
    Galt is the maiden surname of Edith Wilson, the second wife of U.S. President Woodrow Wilson and First Lady of the United States from 1915 to 1921.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hank Rearden
Target entity description: Hank Rearden is a central industrialist character in Ayn Rand's novel "Atlas Shrugged," known for inventing a revolutionary metal alloy and embodying Rand's ideals of individualism and productive achievement.
  • A. John Galt
    John Galt was a Scottish novelist, entrepreneur, and colonization official best known for founding the Canada Company and establishing several early Canadian settlements.
  • B. Randolph Galt
    Randolph Galt was the husband of American actress Anne Baxter, known primarily for his marriage to the Academy Award–winning star.
  • C. Frank Cowperwood
    Frank Cowperwood is an ambitious and morally ambiguous financier whose ruthless rise and fall in the world of high-stakes capitalism drives the narrative of Theodore Dreiser’s novels.
  • D. Galt
    Galt is a historic community now forming part of the city of Cambridge, Ontario, known for its 19th-century architecture and scenic Grand River setting.
  • E. Galt
    Galt is the maiden surname of Edith Wilson, the second wife of U.S. President Woodrow Wilson and First Lady of the United States from 1915 to 1921.
  • F. None of above. chosen

Provenance (2 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_69d8e8d86d608190bd199a98d0297f27 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6339407a08190a3e0213bfbb4df3d completed April 20, 2026, 2:09 p.m.
Created at: April 10, 2026, 1:38 p.m.