Triple

T972601
Position Surface form Disambiguated ID Type / Status
Subject Martha Nussbaum E20976 entity
Predicate notableIdea P4 FINISHED
Object capabilities approach to human development
The capabilities approach to human development is a normative framework, developed notably by Martha Nussbaum and Amartya Sen, that evaluates well-being and social justice in terms of people’s real freedoms and opportunities to do and be what they have reason to value.
E20972 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: capabilities approach to human development | Statement: [Martha Nussbaum, notableIdea, capabilities approach to human development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: capabilities approach to human development
Context triple: [Martha Nussbaum, notableIdea, capabilities approach to human development]
  • A. The Direction of Human Development
    "The Direction of Human Development" is a work by anthropologist Ashley Montagu that explores the biological, social, and cultural factors shaping human growth and evolution.
  • B. Human Development Report
    The Human Development Report is an annual United Nations publication that analyzes global development using measures beyond income, most notably the Human Development Index, to assess and compare countries’ well-being.
  • C. Development as Freedom
    Development as Freedom is a seminal book by economist Amartya Sen that argues true development should be understood as the expansion of people's substantive freedoms and capabilities rather than merely economic growth.
  • D. Inequality-adjusted Human Development Index
    The Inequality-adjusted Human Development Index is a composite statistic that measures a country's average achievements in health, education, and income while accounting for how unequally these achievements are distributed among its population.
  • E. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • 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: capabilities approach to human development
Triple: [Martha Nussbaum, notableIdea, capabilities approach to human development]
Generated description
The capabilities approach to human development is a normative framework, developed notably by Martha Nussbaum and Amartya Sen, that evaluates well-being and social justice in terms of people’s real freedoms and opportunities to do and be what they have reason to value.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: capabilities approach to human development
Target entity description: The capabilities approach to human development is a normative framework, developed notably by Martha Nussbaum and Amartya Sen, that evaluates well-being and social justice in terms of people’s real freedoms and opportunities to do and be what they have reason to value.
  • A. The Direction of Human Development
    "The Direction of Human Development" is a work by anthropologist Ashley Montagu that explores the biological, social, and cultural factors shaping human growth and evolution.
  • B. Human Development Report
    The Human Development Report is an annual United Nations publication that analyzes global development using measures beyond income, most notably the Human Development Index, to assess and compare countries’ well-being.
  • C. Development as Freedom chosen
    Development as Freedom is a seminal book by economist Amartya Sen that argues true development should be understood as the expansion of people's substantive freedoms and capabilities rather than merely economic growth.
  • D. Inequality-adjusted Human Development Index
    The Inequality-adjusted Human Development Index is a composite statistic that measures a country's average achievements in health, education, and income while accounting for how unequally these achievements are distributed among its population.
  • E. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • F. None of above.

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_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.
NEDg Description generation batch_69ac18e9be2081909770ab2ead56d0db completed March 7, 2026, 12:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac195b7cd08190b2c3f07d7ae849ed completed March 7, 2026, 12:26 p.m.
Created at: March 1, 2026, 7:40 p.m.