Triple

T2001121
Position Surface form Disambiguated ID Type / Status
Subject Multidimensional Poverty Index E43472 entity
Predicate methodologyBasedOn P7446 FINISHED
Object Alkire-Foster method
The Alkire-Foster method is a widely used framework for measuring multidimensional poverty by identifying who is poor and in which overlapping deprivations they experience across several dimensions of well-being.
E223977 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: Alkire-Foster method | Statement: [Multidimensional Poverty Index, methodologyBasedOn, Alkire-Foster method]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alkire-Foster method
Context triple: [Multidimensional Poverty Index, methodologyBasedOn, Alkire-Foster method]
  • A. Multidimensional Poverty Index
    The Multidimensional Poverty Index is a global measure that assesses poverty by capturing multiple deprivations in health, education, and living standards at the household and individual level.
  • B. 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.
  • C. OECD Better Life Index
    The OECD Better Life Index is an interactive tool that compares countries’ well-being across multiple dimensions such as income, health, education, and life satisfaction to go beyond traditional economic measures like GDP.
  • D. Human Development Index
    The Human Development Index is a composite statistic that measures a country's overall achievement in key dimensions of human development, including health, education, and standard of living.
  • E. Some Aspects of the Inequality of Incomes in Modern Communities
    "Some Aspects of the Inequality of Incomes in Modern Communities" is an influential early 20th-century economic study by Hugh Dalton that analyzes the causes, measurement, and implications of income inequality in industrial societies.
  • 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: Alkire-Foster method
Triple: [Multidimensional Poverty Index, methodologyBasedOn, Alkire-Foster method]
Generated description
The Alkire-Foster method is a widely used framework for measuring multidimensional poverty by identifying who is poor and in which overlapping deprivations they experience across several dimensions of well-being.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alkire-Foster method
Target entity description: The Alkire-Foster method is a widely used framework for measuring multidimensional poverty by identifying who is poor and in which overlapping deprivations they experience across several dimensions of well-being.
  • A. Multidimensional Poverty Index
    The Multidimensional Poverty Index is a global measure that assesses poverty by capturing multiple deprivations in health, education, and living standards at the household and individual level.
  • B. 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.
  • C. OECD Better Life Index
    The OECD Better Life Index is an interactive tool that compares countries’ well-being across multiple dimensions such as income, health, education, and life satisfaction to go beyond traditional economic measures like GDP.
  • D. Human Development Index
    The Human Development Index is a composite statistic that measures a country's overall achievement in key dimensions of human development, including health, education, and standard of living.
  • E. Some Aspects of the Inequality of Incomes in Modern Communities
    "Some Aspects of the Inequality of Incomes in Modern Communities" is an influential early 20th-century economic study by Hugh Dalton that analyzes the causes, measurement, and implications of income inequality in industrial societies.
  • 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_69a88715dbbc8190b2299e29e955d997 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb880c710819098fb877052ce56dc completed March 7, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0342ef8c8190b7771076282981c3 completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae057cc1a08190895031fa6c095f49 completed March 8, 2026, 11:25 p.m.
NED2 Entity disambiguation (via description) batch_69ae0751eff4819086e5469a2c56a24d completed March 8, 2026, 11:33 p.m.
Created at: March 4, 2026, 7:37 p.m.