Triple

T3731781
Position Surface form Disambiguated ID Type / Status
Subject Gross National Happiness E79080 entity
Predicate relatedTo P37 FINISHED
Object capability approach
The capability approach is a normative framework in welfare economics and philosophy, developed notably by Amartya Sen and Martha Nussbaum, that evaluates well-being and social arrangements in terms of people’s real freedoms and opportunities to do and be what they value.
E383503 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: capability approach | Statement: [Gross National Happiness, relatedTo, capability approach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: capability approach
Context triple: [Gross National Happiness, relatedTo, capability approach]
  • A. CAPA
    CAPA is a regional body that brings together Anglican provinces across the Americas and the Caribbean for coordination, fellowship, and joint mission.
  • B. ACL
    ACL is the commonly used abbreviation for the Academia das Ciências de Lisboa, Portugal’s national academy of sciences.
  • C. ACL
    ACL is the abbreviation for the Atlantic Coast Line Railroad, a historic U.S. railroad that operated primarily along the Atlantic seaboard in the southeastern United States.
  • D. ACL
    The Administration for Community Living (ACL) is a U.S. federal agency within the Department of Health and Human Services that promotes the independence, well-being, and rights of older adults and people with disabilities.
  • E. ACL
    ACL is a premier international conference in the field of computational linguistics and natural language processing, organized by the Association for Computational Linguistics.
  • 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: capability approach
Triple: [Gross National Happiness, relatedTo, capability approach]
Generated description
The capability approach is a normative framework in welfare economics and philosophy, developed notably by Amartya Sen and Martha Nussbaum, that evaluates well-being and social arrangements in terms of people’s real freedoms and opportunities to do and be what they value.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: capability approach
Target entity description: The capability approach is a normative framework in welfare economics and philosophy, developed notably by Amartya Sen and Martha Nussbaum, that evaluates well-being and social arrangements in terms of people’s real freedoms and opportunities to do and be what they value.
  • A. CAPA
    CAPA is a regional body that brings together Anglican provinces across the Americas and the Caribbean for coordination, fellowship, and joint mission.
  • B. ACL
    ACL is the commonly used abbreviation for the Academia das Ciências de Lisboa, Portugal’s national academy of sciences.
  • C. ACL
    ACL is the abbreviation for the Atlantic Coast Line Railroad, a historic U.S. railroad that operated primarily along the Atlantic seaboard in the southeastern United States.
  • D. ACL
    The Administration for Community Living (ACL) is a U.S. federal agency within the Department of Health and Human Services that promotes the independence, well-being, and rights of older adults and people with disabilities.
  • E. ACL
    ACL is a premier international conference in the field of computational linguistics and natural language processing, organized by the Association for Computational Linguistics.
  • 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_69ad8b0e4650819090ad7cef094285e8 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb21002c81908438170ed6f6c271 completed March 8, 2026, 7:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db192db88190b13e605867a70caf completed March 14, 2026, 3:50 a.m.
NEDg Description generation batch_69b4dbbc23f08190a03ef4e4197398a4 completed March 14, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69b4dcac6fdc81908998415ffe1aabaa completed March 14, 2026, 3:57 a.m.
Created at: March 8, 2026, 3:34 p.m.