Triple

T424597
Position Surface form Disambiguated ID Type / Status
Subject William Graham Sumner E8178 entity
Predicate notableWork P4 FINISHED
Object The Challenge of Facts
"The Challenge of Facts" is an influential essay by American sociologist and classical liberal thinker William Graham Sumner that critiques moralistic interference in social and economic processes and defends empirical, scientific analysis of society.
 E53607 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 Challenge of Facts | Statement: [William Graham Sumner, notableWork, The Challenge of Facts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Challenge of Facts
Context triple: [William Graham Sumner, notableWork, The Challenge of Facts]
  • A. Fads and Fallacies in the Name of Science
    Fads and Fallacies in the Name of Science is a classic skeptical book by Martin Gardner that critically examines pseudoscience, fringe theories, and popular scientific misconceptions.
  • B. The Truth
    The Truth is the famous nickname of former NBA star Paul Pierce, a Hall of Fame small forward best known for his long tenure and championship with the Boston Celtics.
  • C. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • D. The Relativity of Wrong
    The Relativity of Wrong is an essay by Isaac Asimov that explains how scientific ideas become progressively less wrong over time, arguing that errors in science are matters of degree rather than absolute falsehood.
  • E. The Great American Lie
    The Great American Lie is a documentary film that examines economic inequality and the cultural values underpinning the American Dream, directed by filmmaker and activist Jennifer Siebel Newsom.
  • 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 Challenge of Facts
Triple: [William Graham Sumner, notableWork, The Challenge of Facts]
Generated description
"The Challenge of Facts" is an influential essay by American sociologist and classical liberal thinker William Graham Sumner that critiques moralistic interference in social and economic processes and defends empirical, scientific analysis of society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Challenge of Facts
Target entity description: "The Challenge of Facts" is an influential essay by American sociologist and classical liberal thinker William Graham Sumner that critiques moralistic interference in social and economic processes and defends empirical, scientific analysis of society.
  • A. Fads and Fallacies in the Name of Science
    Fads and Fallacies in the Name of Science is a classic skeptical book by Martin Gardner that critically examines pseudoscience, fringe theories, and popular scientific misconceptions.
  • B. The Truth
    The Truth is the famous nickname of former NBA star Paul Pierce, a Hall of Fame small forward best known for his long tenure and championship with the Boston Celtics.
  • C. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • D. The Relativity of Wrong
    The Relativity of Wrong is an essay by Isaac Asimov that explains how scientific ideas become progressively less wrong over time, arguing that errors in science are matters of degree rather than absolute falsehood.
  • E. The Great American Lie
    The Great American Lie is a documentary film that examines economic inequality and the cultural values underpinning the American Dream, directed by filmmaker and activist Jennifer Siebel Newsom.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eed3e4cc8190ba6aff3bd1adb06f completed Feb. 28, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42a17403081909bcbbc0fdfdc25dc completed March 1, 2026, 11:59 a.m.
NEDg Description generation batch_69a42a8b49b88190864aa55f49916a87 completed March 1, 2026, 12:01 p.m.
NED2 Entity disambiguation (via description) batch_69a42b030ccc819086ae0c96ca1ba4a8 completed March 1, 2026, 12:03 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.