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.