Triple

T3731745
Position Surface form Disambiguated ID Type / Status
Subject Gross National Happiness E79080 entity
Predicate contrastsWith P278 FINISHED
Object Gross Domestic Product
Gross Domestic Product (GDP) is a key economic indicator that measures the total monetary value of all final goods and services produced within a country's borders over a specific period.
E383502 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: Gross Domestic Product | Statement: [Gross National Happiness, contrastsWith, Gross Domestic Product]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gross Domestic Product
Context triple: [Gross National Happiness, contrastsWith, Gross Domestic Product]
  • A. GDP deflator
    The GDP deflator is a broad measure of overall price inflation in an economy, capturing the change in prices of all domestically produced final goods and services included in GDP.
  • B. Prices and Production
    Prices and Production is a seminal economic work by Friedrich Hayek that develops his theory of the business cycle and the role of monetary disturbances in causing economic fluctuations.
  • C. United States economy
    The United States economy is a highly developed, mixed-market system that is the world’s largest by nominal GDP and a central driver of global trade, finance, and innovation.
  • D. National Economic Accounts
    The National Economic Accounts are a system of U.S. macroeconomic statistics that track aggregate measures like gross domestic product, income, and expenditure to assess overall economic performance.
  • E. Unidad de Crédito Público
    La Unidad de Crédito Público es el área especializada del gobierno federal mexicano encargada de diseñar, coordinar y gestionar la política de endeudamiento y financiamiento público interno y externo del país.
  • 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: Gross Domestic Product
Triple: [Gross National Happiness, contrastsWith, Gross Domestic Product]
Generated description
Gross Domestic Product (GDP) is a key economic indicator that measures the total monetary value of all final goods and services produced within a country's borders over a specific period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gross Domestic Product
Target entity description: Gross Domestic Product (GDP) is a key economic indicator that measures the total monetary value of all final goods and services produced within a country's borders over a specific period.
  • A. GDP deflator
    The GDP deflator is a broad measure of overall price inflation in an economy, capturing the change in prices of all domestically produced final goods and services included in GDP.
  • B. Prices and Production
    Prices and Production is a seminal economic work by Friedrich Hayek that develops his theory of the business cycle and the role of monetary disturbances in causing economic fluctuations.
  • C. United States economy
    The United States economy is a highly developed, mixed-market system that is the world’s largest by nominal GDP and a central driver of global trade, finance, and innovation.
  • D. National Economic Accounts
    The National Economic Accounts are a system of U.S. macroeconomic statistics that track aggregate measures like gross domestic product, income, and expenditure to assess overall economic performance.
  • E. Unidad de Crédito Público
    La Unidad de Crédito Público es el área especializada del gobierno federal mexicano encargada de diseñar, coordinar y gestionar la política de endeudamiento y financiamiento público interno y externo del país.
  • 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.