Triple

T11565709
Position Surface form Disambiguated ID Type / Status
Subject Pippa Norris E274245 entity
Predicate coAuthor P398 FINISHED
Object Ronald Inglehart
Ronald Inglehart was an influential American political scientist best known for his work on postmaterialist values, cultural change, and the World Values Survey.
E933775 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: Ronald Inglehart | Statement: [Pippa Norris, coAuthor, Ronald Inglehart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ronald Inglehart
Context triple: [Pippa Norris, coAuthor, Ronald Inglehart]
  • A. Russell J. Dalton
    Russell J. Dalton is a political scientist known for his influential research on comparative politics, political culture, and citizen participation in advanced industrial democracies.
  • B. Seymour Martin Lipset
    Seymour Martin Lipset was a prominent American sociologist and political scientist known for his influential work on democracy, political behavior, and the social conditions underpinning stable democratic systems.
  • C. Jon Elster
    Jon Elster is a Norwegian social and political theorist known for applying rational choice and analytical philosophy methods to the study of Marxism, institutions, and collective behavior.
  • D. Wolfgang Streeck
    Wolfgang Streeck is a German economic sociologist known for his influential work on capitalism, labor relations, and institutional change in advanced democracies.
  • E. Arend Lijphart
    Arend Lijphart is a Dutch-American political scientist renowned for his influential work on consociational democracy and comparative political institutions.
  • 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: Ronald Inglehart
Triple: [Pippa Norris, coAuthor, Ronald Inglehart]
Generated description
Ronald Inglehart was an influential American political scientist best known for his work on postmaterialist values, cultural change, and the World Values Survey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ronald Inglehart
Target entity description: Ronald Inglehart was an influential American political scientist best known for his work on postmaterialist values, cultural change, and the World Values Survey.
  • A. Russell J. Dalton
    Russell J. Dalton is a political scientist known for his influential research on comparative politics, political culture, and citizen participation in advanced industrial democracies.
  • B. Seymour Martin Lipset
    Seymour Martin Lipset was a prominent American sociologist and political scientist known for his influential work on democracy, political behavior, and the social conditions underpinning stable democratic systems.
  • C. Jon Elster
    Jon Elster is a Norwegian social and political theorist known for applying rational choice and analytical philosophy methods to the study of Marxism, institutions, and collective behavior.
  • D. Wolfgang Streeck
    Wolfgang Streeck is a German economic sociologist known for his influential work on capitalism, labor relations, and institutional change in advanced democracies.
  • E. Arend Lijphart
    Arend Lijphart is a Dutch-American political scientist renowned for his influential work on consociational democracy and comparative political institutions.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88dd321f88190a57ecaf079fbbc3f completed April 10, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6e8b1a67481909a05105728acc358 completed April 21, 2026, 3:02 a.m.
NEDg Description generation batch_69e6ef951eb881909810b5923385c4c6 completed April 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69e6f94ac2d0819098a3024eaab908b5 completed April 21, 2026, 4:12 a.m.
Created at: April 8, 2026, 9:37 p.m.