Triple
T18041665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gangmasters (Licensing) Act 2004 |
E431666
|
entity |
| Predicate | shortTitle |
P38
|
FINISHED |
| Object | Gangmasters (Licensing) Act 2004 |
—
|
NE NERFINISHED |
How this triple was built (2 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: Gangmasters (Licensing) Act 2004 | Statement: [Gangmasters (Licensing) Act 2004, shortTitle, Gangmasters (Licensing) Act 2004]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gangmasters (Licensing) Act 2004 Context triple: [Gangmasters (Licensing) Act 2004, shortTitle, Gangmasters (Licensing) Act 2004]
-
A.
Gangmasters (Licensing) Act 2004
chosen
The Gangmasters (Licensing) Act 2004 is a UK law introduced to regulate labour providers in high-risk sectors and protect vulnerable workers from exploitation and abuse.
-
B.
Gangmasters and Labour Abuse Authority
The Gangmasters and Labour Abuse Authority is a UK government body responsible for licensing labour providers and tackling worker exploitation and modern slavery across sectors such as agriculture, food processing, and shellfish gathering.
-
C.
Safeguarding Vulnerable Groups Act 2006
The Safeguarding Vulnerable Groups Act 2006 is a UK law that established the framework for vetting and barring individuals from working with children and vulnerable adults to enhance their protection from harm.
-
D.
Minimum Wage Act 1998
The Minimum Wage Act 1998 is a UK law that established the first statutory national minimum wage, setting legally enforceable minimum pay rates for workers across the country.
-
E.
Criminal Justice and Public Order Act 1994
The Criminal Justice and Public Order Act 1994 is a major UK statute that introduced wide-ranging reforms to criminal law and policing, including changes to public order offences, police powers, and the right to silence.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 10, 2026, 10:25 a.m.