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.