Triple

T2538551
Position Surface form Disambiguated ID Type / Status
Subject Bruno Latour E56327 entity
Predicate notableWork P4 FINISHED
Object Politics of Nature: How to Bring the Sciences into Democracy
Politics of Nature: How to Bring the Sciences into Democracy is a philosophical work by Bruno Latour that rethinks the relationship between science, politics, and democracy by proposing new ways to include scientific and nonhuman actors in collective decision-making.
E276772 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: Politics of Nature: How to Bring the Sciences into Democracy | Statement: [Bruno Latour, notableWork, Politics of Nature: How to Bring the Sciences into Democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Politics of Nature: How to Bring the Sciences into Democracy
Context triple: [Bruno Latour, notableWork, Politics of Nature: How to Bring the Sciences into Democracy]
  • 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. The Value of Science
    The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
  • 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. Field Notes on Democracy
    Field Notes on Democracy is a collection of political essays by Arundhati Roy that critiques contemporary Indian democracy, nationalism, and state power.
  • E. 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.
  • 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: Politics of Nature: How to Bring the Sciences into Democracy
Triple: [Bruno Latour, notableWork, Politics of Nature: How to Bring the Sciences into Democracy]
Generated description
Politics of Nature: How to Bring the Sciences into Democracy is a philosophical work by Bruno Latour that rethinks the relationship between science, politics, and democracy by proposing new ways to include scientific and nonhuman actors in collective decision-making.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Politics of Nature: How to Bring the Sciences into Democracy
Target entity description: Politics of Nature: How to Bring the Sciences into Democracy is a philosophical work by Bruno Latour that rethinks the relationship between science, politics, and democracy by proposing new ways to include scientific and nonhuman actors in collective decision-making.
  • 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. The Value of Science
    The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
  • 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. Field Notes on Democracy
    Field Notes on Democracy is a collection of political essays by Arundhati Roy that critiques contemporary Indian democracy, nationalism, and state power.
  • E. 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.
  • 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_69ab4a49b6508190bc467fbef4bac334 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd298fc2481908b2925bf6a06532b completed March 7, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5cfc54cc8190bb43b54f873ffa63 completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5dd89fe48190a99b2bea591818cd completed March 9, 2026, 11:55 p.m.
NED2 Entity disambiguation (via description) batch_69af5e8583408190862ba4e13bf81cbd completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:47 p.m.