Triple

T9201209
Position Surface form Disambiguated ID Type / Status
Subject Norman H. Nie E220841 entity
Predicate notableWork P4 FINISHED
Object The Changing American Voter
The Changing American Voter is a landmark political science book that analyzes how and why patterns of electoral behavior and political attitudes in the United States evolved during the mid-20th century.
E784264 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 Changing American Voter | Statement: [Norman H. Nie, notableWork, The Changing American Voter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Changing American Voter
Context triple: [Norman H. Nie, notableWork, The Changing American Voter]
  • A. Reassessment of The American Voter
    Reassessment of The American Voter is a scholarly work that critically reexamines and updates the influential findings of the original political science classic The American Voter in light of newer data and theories about electoral behavior.
  • B. The American Voter
    The American Voter is a landmark political science book that pioneered the study of voting behavior in the United States by analyzing how party identification and social factors shape electoral choices.
  • C. The Purpose of American Politics
    The Purpose of American Politics is a 1960 book by political theorist Hans Morgenthau that examines the moral foundations, historical development, and guiding principles of the United States’ role in world affairs.
  • D. American Politics: The Promise of Disharmony
    American Politics: The Promise of Disharmony is a political science book by Samuel P. Huntington that analyzes the recurring tensions between American ideals and political institutions throughout U.S. history.
  • E. The Michigan model of voting
    The Michigan model of voting is a political science framework that explains voters’ choices primarily through long-term psychological attachments to political parties, shaped by socialization and group identities.
  • 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 Changing American Voter
Triple: [Norman H. Nie, notableWork, The Changing American Voter]
Generated description
The Changing American Voter is a landmark political science book that analyzes how and why patterns of electoral behavior and political attitudes in the United States evolved during the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Changing American Voter
Target entity description: The Changing American Voter is a landmark political science book that analyzes how and why patterns of electoral behavior and political attitudes in the United States evolved during the mid-20th century.
  • A. Reassessment of The American Voter
    Reassessment of The American Voter is a scholarly work that critically reexamines and updates the influential findings of the original political science classic The American Voter in light of newer data and theories about electoral behavior.
  • B. The American Voter
    The American Voter is a landmark political science book that pioneered the study of voting behavior in the United States by analyzing how party identification and social factors shape electoral choices.
  • C. The Purpose of American Politics
    The Purpose of American Politics is a 1960 book by political theorist Hans Morgenthau that examines the moral foundations, historical development, and guiding principles of the United States’ role in world affairs.
  • D. American Politics: The Promise of Disharmony
    American Politics: The Promise of Disharmony is a political science book by Samuel P. Huntington that analyzes the recurring tensions between American ideals and political institutions throughout U.S. history.
  • E. The Michigan model of voting
    The Michigan model of voting is a political science framework that explains voters’ choices primarily through long-term psychological attachments to political parties, shaped by socialization and group identities.
  • 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_69ca83e8e9248190862cf3e41693b310 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd9429b448190a078e9cdfedd4918 completed April 1, 2026, 8:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c451210819091188151d799e4cb completed April 4, 2026, 12:33 a.m.
NEDg Description generation batch_69d05dbbe0d08190a15107c17948167f completed April 4, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_69d05e34ae6881908172770c6097a5e5 completed April 4, 2026, 12:41 a.m.
Created at: March 30, 2026, 7:25 p.m.