Triple

T20717571
Position Surface form Disambiguated ID Type / Status
Subject John Ziman E509213 entity
Predicate notableWork P4 FINISHED
Object Public Knowledge: An Essay Concerning the Social Dimension of Science — 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: Public Knowledge: An Essay Concerning the Social Dimension of Science | Statement: [John Ziman, notableWork, Public Knowledge: An Essay Concerning the Social Dimension of Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public Knowledge: An Essay Concerning the Social Dimension of Science
Context triple: [John Ziman, notableWork, Public Knowledge: An Essay Concerning the Social Dimension of Science]
  • A. The Social Function of Science
    The Social Function of Science is a seminal 1939 work by J. D. Bernal that analyzes the role of scientific research in society, economics, and politics and argues for its planned, socially responsible organization.
  • B. Science in Action: How to Follow Scientists and Engineers Through Society
    Science in Action: How to Follow Scientists and Engineers Through Society is a foundational work in science and technology studies that examines how scientific facts and technological artifacts are socially constructed through networks of people, practices, and institutions.
  • C. The Art and Politics of Science
    The Art and Politics of Science is a memoir by Nobel Prize–winning scientist Harold Varmus that reflects on his life in research and his influential roles in science policy and leadership.
  • D. Science of Science and Reflexivity
    Science of Science and Reflexivity is a sociological work by Pierre Bourdieu that critically examines the social conditions, practices, and power relations underlying the production of scientific knowledge, including sociology itself.
  • E. Science in a Free Society
    Science in a Free Society is a 1978 philosophical work by Paul Feyerabend that critiques scientific rationalism and argues for pluralism, democracy, and freedom in the practice and governance of science.
  • 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: Public Knowledge: An Essay Concerning the Social Dimension of Science
Target entity description: Public Knowledge: An Essay Concerning the Social Dimension of Science is a seminal work by physicist and philosopher John Ziman that analyzes science as a collective, socially organized enterprise rather than a purely individual pursuit.
  • A. The Social Function of Science
    The Social Function of Science is a seminal 1939 work by J. D. Bernal that analyzes the role of scientific research in society, economics, and politics and argues for its planned, socially responsible organization.
  • B. Science in Action: How to Follow Scientists and Engineers Through Society
    Science in Action: How to Follow Scientists and Engineers Through Society is a foundational work in science and technology studies that examines how scientific facts and technological artifacts are socially constructed through networks of people, practices, and institutions.
  • C. The Art and Politics of Science
    The Art and Politics of Science is a memoir by Nobel Prize–winning scientist Harold Varmus that reflects on his life in research and his influential roles in science policy and leadership.
  • D. Science of Science and Reflexivity
    Science of Science and Reflexivity is a sociological work by Pierre Bourdieu that critically examines the social conditions, practices, and power relations underlying the production of scientific knowledge, including sociology itself.
  • E. Science in a Free Society
    Science in a Free Society is a 1978 philosophical work by Paul Feyerabend that critiques scientific rationalism and argues for pluralism, democracy, and freedom in the practice and governance of science.
  • 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_69e0b4c40ad88190b81f77695366d328 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c1d2c57481909840945ffd3b0cc3 completed April 21, 2026, 12:16 a.m.
Created at: April 16, 2026, 12:17 p.m.