Triple

T1063189
Position Surface form Disambiguated ID Type / Status
Subject Walter Lippmann E22951 entity
Predicate notableWork P4 FINISHED
Object Public Opinion
Public Opinion is a seminal 1922 book by Walter Lippmann that analyzes how mass media, stereotypes, and psychological biases shape the public’s perception of reality and democratic decision-making.
E122002 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: Public Opinion | Statement: [Walter Lippmann, notableWork, Public Opinion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Opinion
Context triple: [Walter Lippmann, notableWork, Public Opinion]
  • A. Pollster.com
    Pollster.com is a political polling aggregation and analysis website co-founded by Charles Franklin that compiles and visualizes public opinion data, particularly around elections.
  • B. Political Emotions
    "Political Emotions" is a philosophical work by Martha Nussbaum that explores the role of emotions in sustaining just, democratic societies.
  • C. Instituto de Opinión Pública (Public Opinion Institute)
    The Instituto de Opinión Pública (Public Opinion Institute) is a research center specializing in public opinion and social research, affiliated with the Pontifical Catholic University of Peru.
  • D. The Public and Its Problems
    The Public and Its Problems is a 1927 philosophical work by John Dewey that analyzes democracy, the nature of the public, and the role of communication and institutions in addressing social issues.
  • E. American Association for Public Opinion Research
    The American Association for Public Opinion Research is a leading professional organization that advances the science and practice of survey research and public opinion measurement in the United States.
  • 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: Public Opinion
Triple: [Walter Lippmann, notableWork, Public Opinion]
Generated description
Public Opinion is a seminal 1922 book by Walter Lippmann that analyzes how mass media, stereotypes, and psychological biases shape the public’s perception of reality and democratic decision-making.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Opinion
Target entity description: Public Opinion is a seminal 1922 book by Walter Lippmann that analyzes how mass media, stereotypes, and psychological biases shape the public’s perception of reality and democratic decision-making.
  • A. Pollster.com
    Pollster.com is a political polling aggregation and analysis website co-founded by Charles Franklin that compiles and visualizes public opinion data, particularly around elections.
  • B. Political Emotions
    "Political Emotions" is a philosophical work by Martha Nussbaum that explores the role of emotions in sustaining just, democratic societies.
  • C. Instituto de Opinión Pública (Public Opinion Institute)
    The Instituto de Opinión Pública (Public Opinion Institute) is a research center specializing in public opinion and social research, affiliated with the Pontifical Catholic University of Peru.
  • D. The Public and Its Problems
    The Public and Its Problems is a 1927 philosophical work by John Dewey that analyzes democracy, the nature of the public, and the role of communication and institutions in addressing social issues.
  • E. American Association for Public Opinion Research
    The American Association for Public Opinion Research is a leading professional organization that advances the science and practice of survey research and public opinion measurement in the United States.
  • 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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8f68a54819084326d87c3498252 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bd553a08190a2014711bd1146bf completed March 7, 2026, 2:53 p.m.
NEDg Description generation batch_69ac3dd441fc8190ad462aa07e9c8c9b completed March 7, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e4747908190a878ac70bd81f5fc completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:42 p.m.