Triple

T4231402
Position Surface form Disambiguated ID Type / Status
Subject Ronald Dworkin E94588 entity
Predicate notableWork P4 FINISHED
Object Justice for Hedgehogs
Justice for Hedgehogs is a philosophical book by Ronald Dworkin that presents a unified theory of value, arguing for the interdependence of ethics, morality, and political justice.
E421707 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: Justice for Hedgehogs | Statement: [Ronald Dworkin, notableWork, Justice for Hedgehogs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Justice for Hedgehogs
Context triple: [Ronald Dworkin, notableWork, Justice for Hedgehogs]
  • A. The Hedgehog and the Fox
    The Hedgehog and the Fox is a famous 1953 essay by Isaiah Berlin that contrasts two fundamental types of thinkers through the metaphor of the single-minded hedgehog and the versatile fox, using Tolstoy as its central case study.
  • B. The Political Animal
    The Political Animal is a non-fiction book by British broadcaster and journalist Jeremy Paxman that explores the nature, motivations, and behavior of politicians in modern democratic life.
  • C. The Fragility of Goodness
    The Fragility of Goodness is a philosophical work by Martha Nussbaum that explores how human vulnerability, luck, and moral conflict shape the pursuit of a good life, especially through readings of ancient Greek literature and philosophy.
  • D. Farewell to Reason
    Farewell to Reason is a philosophical work by Paul Feyerabend that critiques rationalism and defends epistemological pluralism in science and society.
  • E. Spheres of Justice
    Spheres of Justice is a political philosophy book by Michael Walzer that develops a theory of complex equality by arguing that different social goods should be distributed according to distinct, context-specific principles.
  • 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: Justice for Hedgehogs
Triple: [Ronald Dworkin, notableWork, Justice for Hedgehogs]
Generated description
Justice for Hedgehogs is a philosophical book by Ronald Dworkin that presents a unified theory of value, arguing for the interdependence of ethics, morality, and political justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Justice for Hedgehogs
Target entity description: Justice for Hedgehogs is a philosophical book by Ronald Dworkin that presents a unified theory of value, arguing for the interdependence of ethics, morality, and political justice.
  • A. The Hedgehog and the Fox
    The Hedgehog and the Fox is a famous 1953 essay by Isaiah Berlin that contrasts two fundamental types of thinkers through the metaphor of the single-minded hedgehog and the versatile fox, using Tolstoy as its central case study.
  • B. The Political Animal
    The Political Animal is a non-fiction book by British broadcaster and journalist Jeremy Paxman that explores the nature, motivations, and behavior of politicians in modern democratic life.
  • C. The Fragility of Goodness
    The Fragility of Goodness is a philosophical work by Martha Nussbaum that explores how human vulnerability, luck, and moral conflict shape the pursuit of a good life, especially through readings of ancient Greek literature and philosophy.
  • D. Farewell to Reason
    Farewell to Reason is a philosophical work by Paul Feyerabend that critiques rationalism and defends epistemological pluralism in science and society.
  • E. Spheres of Justice
    Spheres of Justice is a political philosophy book by Michael Walzer that develops a theory of complex equality by arguing that different social goods should be distributed according to distinct, context-specific principles.
  • 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_69b34537cc6481909cd0a96acbb33ef7 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e62e3c881909ffb9269ba9018b9 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5964f364881908c53cd46af6b1e98 completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b59731052881908d9358dc629a4018 completed March 14, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_69b597c529a08190bbf2af92bfef1aa2 completed March 14, 2026, 5:15 p.m.
Created at: March 12, 2026, 11:05 p.m.