Triple

T162704
Position Surface form Disambiguated ID Type / Status
Subject Scientific Revolution E3320 entity
Predicate describedBySource P519 FINISHED
Object The Structure of Scientific Revolutions
The Structure of Scientific Revolutions is a landmark 1962 book by philosopher Thomas S. Kuhn that introduced the concept of paradigm shifts to explain how scientific fields undergo periodic, transformative changes rather than progressing through a steady accumulation of knowledge.
E20055 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 Structure of Scientific Revolutions | Statement: [Scientific Revolution, describedBySource, The Structure of Scientific Revolutions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Structure of Scientific Revolutions
Context triple: [Scientific Revolution, describedBySource, The Structure of Scientific Revolutions]
  • A. Reflections on the Romance of Science
    Reflections on the Romance of Science is a collection of essays by Carl Sagan that explores the history, philosophy, and wonder of scientific discovery.
  • B. The Scientific Conception of the World: The Vienna Circle
    "The Scientific Conception of the World: The Vienna Circle" is a foundational manifesto that articulates the Vienna Circle’s program of scientifically oriented philosophy, emphasizing empirical verification, logical analysis, and the rejection of metaphysics.
  • C. Consilience: The Unity of Knowledge
    Consilience: The Unity of Knowledge is a 1998 book by biologist Edward O. Wilson that argues for the unification of the natural sciences, social sciences, and humanities into a single, coherent framework of knowledge.
  • D. 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.
  • E. The Scientist as Rebel (book)
    The Scientist as Rebel is a collection of essays by physicist and mathematician Freeman Dyson that explores science, religion, ethics, and the role of dissent in scientific progress.
  • 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 Structure of Scientific Revolutions
Triple: [Scientific Revolution, describedBySource, The Structure of Scientific Revolutions]
Generated description
The Structure of Scientific Revolutions is a landmark 1962 book by philosopher Thomas S. Kuhn that introduced the concept of paradigm shifts to explain how scientific fields undergo periodic, transformative changes rather than progressing through a steady accumulation of knowledge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Structure of Scientific Revolutions
Target entity description: The Structure of Scientific Revolutions is a landmark 1962 book by philosopher Thomas S. Kuhn that introduced the concept of paradigm shifts to explain how scientific fields undergo periodic, transformative changes rather than progressing through a steady accumulation of knowledge.
  • A. Reflections on the Romance of Science
    Reflections on the Romance of Science is a collection of essays by Carl Sagan that explores the history, philosophy, and wonder of scientific discovery.
  • B. The Scientific Conception of the World: The Vienna Circle
    "The Scientific Conception of the World: The Vienna Circle" is a foundational manifesto that articulates the Vienna Circle’s program of scientifically oriented philosophy, emphasizing empirical verification, logical analysis, and the rejection of metaphysics.
  • C. Consilience: The Unity of Knowledge
    Consilience: The Unity of Knowledge is a 1998 book by biologist Edward O. Wilson that argues for the unification of the natural sciences, social sciences, and humanities into a single, coherent framework of knowledge.
  • D. 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.
  • E. The Scientist as Rebel (book)
    The Scientist as Rebel is a collection of essays by physicist and mathematician Freeman Dyson that explores science, religion, ethics, and the role of dissent in scientific progress.
  • 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_69a2527757ec819090b8becb2cf1a862 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a2585a1a6481908899ad51211950e8 completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2d7343fc08190810b11d205e41d9a completed Feb. 28, 2026, 11:53 a.m.
NEDg Description generation batch_69a2d85fc61c8190bb296df96fff2884 completed Feb. 28, 2026, 11:58 a.m.
NED2 Entity disambiguation (via description) batch_69a2d8c00e048190806f991b4864763e completed Feb. 28, 2026, noon
Created at: Feb. 28, 2026, 2:31 a.m.