Triple

T17823713
Position Surface form Disambiguated ID Type / Status
Subject Alan Manning E445056 entity
Predicate notableWork P4 FINISHED
Object The Minimum Wage: A Tool in the Fight Against Poverty?
"The Minimum Wage: A Tool in the Fight Against Poverty?" is an economic analysis by labor economist Alan Manning that examines how minimum wage policies affect poverty, inequality, and labor market outcomes.
E1289321 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: The Minimum Wage: A Tool in the Fight Against Poverty? | Statement: [Alan Manning, notableWork, The Minimum Wage: A Tool in the Fight Against Poverty?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Minimum Wage: A Tool in the Fight Against Poverty?
Context triple: [Alan Manning, notableWork, The Minimum Wage: A Tool in the Fight Against Poverty?]
  • A. Law of the Minimum on Wages
    The Law of the Minimum on Wages is an economic principle asserting that workers’ pay tends to be pushed down toward the lowest level compatible with basic subsistence under competitive market conditions.
  • B. Empirical studies of the New Jersey–Pennsylvania minimum wage experiment
    Empirical studies of the New Jersey–Pennsylvania minimum wage experiment are influential research analyses that challenged conventional economic theory by showing that raising the minimum wage did not necessarily reduce employment in fast-food restaurants.
  • C. The Living Wage
    The Living Wage is a political and economic treatise by British Labour politician Philip Snowden advocating for fair minimum income standards to ensure workers can meet basic living costs.
  • D. 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.
  • E. Interrogating Inequality
    Interrogating Inequality is a key work in analytical Marxism that rigorously examines the structures and causes of social and economic inequality using tools of moral and political philosophy.
  • 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: The Minimum Wage: A Tool in the Fight Against Poverty?
Triple: [Alan Manning, notableWork, The Minimum Wage: A Tool in the Fight Against Poverty?]
Generated description
"The Minimum Wage: A Tool in the Fight Against Poverty?" is an economic analysis by labor economist Alan Manning that examines how minimum wage policies affect poverty, inequality, and labor market outcomes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Minimum Wage: A Tool in the Fight Against Poverty?
Target entity description: "The Minimum Wage: A Tool in the Fight Against Poverty?" is an economic analysis by labor economist Alan Manning that examines how minimum wage policies affect poverty, inequality, and labor market outcomes.
  • A. Law of the Minimum on Wages
    The Law of the Minimum on Wages is an economic principle asserting that workers’ pay tends to be pushed down toward the lowest level compatible with basic subsistence under competitive market conditions.
  • B. Empirical studies of the New Jersey–Pennsylvania minimum wage experiment
    Empirical studies of the New Jersey–Pennsylvania minimum wage experiment are influential research analyses that challenged conventional economic theory by showing that raising the minimum wage did not necessarily reduce employment in fast-food restaurants.
  • C. The Living Wage
    The Living Wage is a political and economic treatise by British Labour politician Philip Snowden advocating for fair minimum income standards to ensure workers can meet basic living costs.
  • D. 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.
  • E. Interrogating Inequality
    Interrogating Inequality is a key work in analytical Marxism that rigorously examines the structures and causes of social and economic inequality using tools of moral and political philosophy.
  • 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_69d8b9f0de78819099395b14db75a8a6 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4891282a081908d384d45bf444baf completed April 19, 2026, 7:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02ff69f02c81908a7b6b8b564cceec completed May 12, 2026, 10:22 a.m.
NEDg Description generation batch_6a03000abe908190a4f4835f348aa544 completed May 12, 2026, 10:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0300e885e481909c76dfbac2fd1009 completed May 12, 2026, 10:28 a.m.
Created at: April 10, 2026, 10:15 a.m.