Triple

T1953743
Position Surface form Disambiguated ID Type / Status
Subject Liberal Government (1905–1915) E42215 entity
Predicate legislated P1115 FINISHED
Object Labour Exchanges Act 1909
The Labour Exchanges Act 1909 was a key piece of early 20th-century British social reform that created state-run employment offices to help match workers with available jobs and reduce unemployment.
E218333 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: Labour Exchanges Act 1909 | Statement: [Liberal Government (1905–1915), legislated, Labour Exchanges Act 1909]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Labour Exchanges Act 1909
Context triple: [Liberal Government (1905–1915), legislated, Labour Exchanges Act 1909]
  • A. National Insurance Act 1911
    The National Insurance Act 1911 was a landmark British social welfare law that introduced compulsory health and unemployment insurance for many workers, laying foundations for the modern welfare state.
  • B. National Insurance Act 1920
    The National Insurance Act 1920 was a British law that significantly expanded and reformed the system of unemployment insurance originally established in 1911, extending coverage to a much larger portion of the workforce.
  • C. Employment Act of 1946
    The Employment Act of 1946 is a landmark U.S. federal law that established the government's responsibility to promote maximum employment, production, and purchasing power, laying the foundation for modern macroeconomic policy and creating the Council of Economic Advisers.
  • D. Keating–Owen Child Labor Act
    The Keating–Owen Child Labor Act was a 1916 U.S. federal law that sought to curb child labor by prohibiting the interstate commerce of goods produced by factories and mines employing young children.
  • E. Manpower Development and Training Act of 1962
    The Manpower Development and Training Act of 1962 was a U.S. federal law that created programs to retrain and upgrade the skills of unemployed and underemployed workers in response to technological change and job displacement.
  • 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: Labour Exchanges Act 1909
Triple: [Liberal Government (1905–1915), legislated, Labour Exchanges Act 1909]
Generated description
The Labour Exchanges Act 1909 was a key piece of early 20th-century British social reform that created state-run employment offices to help match workers with available jobs and reduce unemployment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Labour Exchanges Act 1909
Target entity description: The Labour Exchanges Act 1909 was a key piece of early 20th-century British social reform that created state-run employment offices to help match workers with available jobs and reduce unemployment.
  • A. National Insurance Act 1911
    The National Insurance Act 1911 was a landmark British social welfare law that introduced compulsory health and unemployment insurance for many workers, laying foundations for the modern welfare state.
  • B. National Insurance Act 1920
    The National Insurance Act 1920 was a British law that significantly expanded and reformed the system of unemployment insurance originally established in 1911, extending coverage to a much larger portion of the workforce.
  • C. Employment Act of 1946
    The Employment Act of 1946 is a landmark U.S. federal law that established the government's responsibility to promote maximum employment, production, and purchasing power, laying the foundation for modern macroeconomic policy and creating the Council of Economic Advisers.
  • D. Keating–Owen Child Labor Act
    The Keating–Owen Child Labor Act was a 1916 U.S. federal law that sought to curb child labor by prohibiting the interstate commerce of goods produced by factories and mines employing young children.
  • E. Manpower Development and Training Act of 1962
    The Manpower Development and Training Act of 1962 was a U.S. federal law that created programs to retrain and upgrade the skills of unemployed and underemployed workers in response to technological change and job displacement.
  • 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_69a8870eea088190a38781990812a9bc completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb351c148819080173c09876e814a completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc8146c819084d3dc3b16efb123 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6bd8e08190a065a89ab3412126 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfcee414c8190b1a0574f6bd55602 completed March 8, 2026, 10:49 p.m.
Created at: March 4, 2026, 7:36 p.m.