Triple

T972441
Position Surface form Disambiguated ID Type / Status
Subject Development as Freedom E20972 entity
Predicate relatedAuthor P12787 FINISHED
Object Martha Nussbaum E20976 NE FINISHED

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: Martha Nussbaum | Statement: [Development as Freedom, relatedAuthor, Martha Nussbaum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martha Nussbaum
Context triple: [Development as Freedom, relatedAuthor, Martha Nussbaum]
  • A. Martha Nussbaum chosen
    Martha Nussbaum is an American philosopher renowned for her work in ethics, political philosophy, and the capabilities approach to human development.
  • B. Seyla Benhabib
    Seyla Benhabib is a prominent contemporary political philosopher known for her work on deliberative democracy, cosmopolitanism, and feminist theory.
  • C. Nancy Fraser
    Nancy Fraser is an American critical theorist and feminist philosopher known for her influential work on social justice, redistribution and recognition, and critiques of contemporary capitalism and democracy.
  • D. Michael Walzer
    Michael Walzer is an American political theorist best known for his work on justice, war, and ethics, particularly in his influential book "Just and Unjust Wars."
  • E. Bernard Williams
    Bernard Williams was a prominent 20th-century British moral philosopher known for his critiques of utilitarianism and moral theory, his emphasis on the complexity of ethical life, and his influential work on integrity, moral luck, and the history of philosophy.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: relatedAuthor
Context triple: [Development as Freedom, relatedAuthor, Martha Nussbaum]
  • A. importantAuthor chosen
    Indicates that an entity plays a significant or primary authorship role in relation to another entity (such as a work, document, or publication).
  • B. relatedWorkCreator
    Indicates that the creator of one work is related (e.g., by authorship, contribution, or collaboration) to the creation of another work.
  • C. authorName
    Indicates the name associated with the person or entity that authored a given work or resource.
  • D. contributors
    Indicates that one or more entities have provided work, resources, or input toward the creation, development, or maintenance of another entity.
  • E. famousWriterAssociated
    Indicates a relationship where a well-known or renowned writer is connected or linked to a particular entity (such as a work, place, event, or organization).
  • F. None of above.

Provenance (4 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_69a493b33d2c81909c52c369d3ca8436 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b44c38f08190997e141d424e9e04 completed March 1, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac170a00f481909da0394531ac24fe completed March 7, 2026, 12:16 p.m.
PD Predicate disambiguation batch_69a4b2a6aa2c8190aebba71320ab678f completed March 1, 2026, 9:41 p.m.
Created at: March 1, 2026, 7:40 p.m.