Triple

T8825218
Position Surface form Disambiguated ID Type / Status
Subject Walter Bagehot E209998 entity
Predicate notableWork P4 FINISHED
Object Physics and Politics
Physics and Politics is an influential 1872 work of political and social theory by Walter Bagehot that explores how evolutionary principles shape the development of human societies and political institutions.
E760760 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: Physics and Politics | Statement: [Walter Bagehot, notableWork, Physics and Politics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Physics and Politics
Context triple: [Walter Bagehot, notableWork, Physics and Politics]
  • A. 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.
  • B. 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.
  • C. Scientific Man vs. Power Politics
    Scientific Man vs. Power Politics is a seminal 1946 work of political theory by Hans Morgenthau that critiques rationalist and scientific approaches to politics and lays foundations for classical realism in international relations.
  • D. Physics for Future Presidents
    Physics for Future Presidents is a popular science book that explains key physics concepts behind major public policy issues such as energy, terrorism, and climate change in accessible, non-technical language.
  • E. The Warfare of Science
    The Warfare of Science is a seminal 19th-century work by Andrew Dickson White that argues for the historical conflict between scientific progress and religious dogma.
  • 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: Physics and Politics
Triple: [Walter Bagehot, notableWork, Physics and Politics]
Generated description
Physics and Politics is an influential 1872 work of political and social theory by Walter Bagehot that explores how evolutionary principles shape the development of human societies and political institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Physics and Politics
Target entity description: Physics and Politics is an influential 1872 work of political and social theory by Walter Bagehot that explores how evolutionary principles shape the development of human societies and political institutions.
  • A. 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.
  • B. 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.
  • C. Scientific Man vs. Power Politics
    Scientific Man vs. Power Politics is a seminal 1946 work of political theory by Hans Morgenthau that critiques rationalist and scientific approaches to politics and lays foundations for classical realism in international relations.
  • D. Physics for Future Presidents
    Physics for Future Presidents is a popular science book that explains key physics concepts behind major public policy issues such as energy, terrorism, and climate change in accessible, non-technical language.
  • E. The Warfare of Science
    The Warfare of Science is a seminal 19th-century work by Andrew Dickson White that argues for the historical conflict between scientific progress and religious dogma.
  • 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_69ca8365b28081909e48e45e95dfc405 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc60332d208190972a8b03fbd760ee completed April 1, 2026, midnight
NED1 Entity disambiguation (via context triple) batch_69cf894902588190adb60140c64561f6 completed April 3, 2026, 9:32 a.m.
NEDg Description generation batch_69cf8a8c87dc81909d5c0d769341b17c completed April 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf8b79a0b48190a29491f5f8f81217 completed April 3, 2026, 9:42 a.m.
Created at: March 30, 2026, 6:46 p.m.