Triple
T18041732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Immigration Act 2016 |
E431667
|
entity |
| Predicate | creates |
P490
|
FINISHED |
| Object |
Director of Labour Market Enforcement
The Director of Labour Market Enforcement is a UK government role responsible for overseeing and coordinating the enforcement of labour market laws to protect workers from exploitation and ensure fair working practices.
|
E1302630
|
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: Director of Labour Market Enforcement | Statement: [Immigration Act 2016, creates, Director of Labour Market Enforcement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Director of Labour Market Enforcement Context triple: [Immigration Act 2016, creates, Director of Labour Market Enforcement]
-
A.
Solicitor of Labor
The Solicitor of Labor is the chief legal officer of the U.S. Department of Labor, responsible for providing legal advice and representing the department in enforcement and regulatory matters.
-
B.
Minister of State for Employment
The Minister of State for Employment is a UK government ministerial role responsible for national employment policy, jobcentres, and labour market programs within the Department for Work and Pensions.
-
C.
Assistant Secretary of Labor for Wage and Hour
The Assistant Secretary of Labor for Wage and Hour is the senior U.S. Department of Labor official responsible for enforcing federal minimum wage, overtime pay, child labor, and related workplace standards through the Wage and Hour Division.
-
D.
Secretary of Labor and Employment
The Secretary of Labor and Employment is the Philippine government’s chief official responsible for overseeing labor policies, employment services, and the protection of workers’ rights.
-
E.
Assistant Secretary of Labor for Employment and Training
The Assistant Secretary of Labor for Employment and Training is a senior U.S. Department of Labor official responsible for overseeing national workforce development, job training, and employment services programs.
- 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: Director of Labour Market Enforcement Triple: [Immigration Act 2016, creates, Director of Labour Market Enforcement]
Generated description
The Director of Labour Market Enforcement is a UK government role responsible for overseeing and coordinating the enforcement of labour market laws to protect workers from exploitation and ensure fair working practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Director of Labour Market Enforcement Target entity description: The Director of Labour Market Enforcement is a UK government role responsible for overseeing and coordinating the enforcement of labour market laws to protect workers from exploitation and ensure fair working practices.
-
A.
Solicitor of Labor
The Solicitor of Labor is the chief legal officer of the U.S. Department of Labor, responsible for providing legal advice and representing the department in enforcement and regulatory matters.
-
B.
Minister of State for Employment
The Minister of State for Employment is a UK government ministerial role responsible for national employment policy, jobcentres, and labour market programs within the Department for Work and Pensions.
-
C.
Assistant Secretary of Labor for Wage and Hour
The Assistant Secretary of Labor for Wage and Hour is the senior U.S. Department of Labor official responsible for enforcing federal minimum wage, overtime pay, child labor, and related workplace standards through the Wage and Hour Division.
-
D.
Secretary of Labor and Employment
The Secretary of Labor and Employment is the Philippine government’s chief official responsible for overseeing labor policies, employment services, and the protection of workers’ rights.
-
E.
Assistant Secretary of Labor for Employment and Training
The Assistant Secretary of Labor for Employment and Training is a senior U.S. Department of Labor official responsible for overseeing national workforce development, job training, and employment services programs.
- 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_69d8b906482481908183315b9ecf9994 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4bfee78048190b3fada0eb3d28c77 |
completed | April 19, 2026, 11:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0349b8930c8190bbd871393b4b949e |
completed | May 12, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a034b0817408190817e4a3ee0003d57 |
completed | May 12, 2026, 3:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a034bdf5c808190ac329e663e220f1b |
completed | May 12, 2026, 3:48 p.m. |
Created at: April 10, 2026, 10:25 a.m.