Triple

T9309809
Position Surface form Disambiguated ID Type / Status
Subject Alkire-Foster method E223977 entity
Predicate relatedTo P37 FINISHED
Object Foster-Greer-Thorbecke poverty measures
The Foster-Greer-Thorbecke poverty measures are a family of quantitative indices used in economics to assess the incidence, depth, and severity of poverty within a population.
E791606 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: Foster-Greer-Thorbecke poverty measures | Statement: [Alkire-Foster method, relatedTo, Foster-Greer-Thorbecke poverty measures]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Foster-Greer-Thorbecke poverty measures
Context triple: [Alkire-Foster method, relatedTo, Foster-Greer-Thorbecke poverty measures]
  • A. 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.
  • B. 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.
  • C. Inequality Reexamined
    Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
  • D. 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.
  • E. Bergson–Samuelson social welfare function
    The Bergson–Samuelson social welfare function is a formal tool in welfare economics that aggregates individual utilities into a single measure of social welfare to evaluate and compare economic states or policies.
  • 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: Foster-Greer-Thorbecke poverty measures
Triple: [Alkire-Foster method, relatedTo, Foster-Greer-Thorbecke poverty measures]
Generated description
The Foster-Greer-Thorbecke poverty measures are a family of quantitative indices used in economics to assess the incidence, depth, and severity of poverty within a population.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Foster-Greer-Thorbecke poverty measures
Target entity description: The Foster-Greer-Thorbecke poverty measures are a family of quantitative indices used in economics to assess the incidence, depth, and severity of poverty within a population.
  • A. 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.
  • B. 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.
  • C. Inequality Reexamined
    Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
  • D. 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.
  • E. Bergson–Samuelson social welfare function
    The Bergson–Samuelson social welfare function is a formal tool in welfare economics that aggregates individual utilities into a single measure of social welfare to evaluate and compare economic states or policies.
  • 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_69ca8425f4fc81909c1c586e9a5b7530 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd20ac17488190aa6acf7a61420632 completed April 1, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0c78dfd80819099ab75df01016319 completed April 4, 2026, 8:10 a.m.
NEDg Description generation batch_69d0cbb518708190a896b0bf1fb7c9c7 completed April 4, 2026, 8:28 a.m.
NED2 Entity disambiguation (via description) batch_69d0cc49215c8190894fe206d0230134 completed April 4, 2026, 8:31 a.m.
Created at: March 30, 2026, 7:37 p.m.