Triple

T18041750
Position Surface form Disambiguated ID Type / Status
Subject Immigration Act 2016 E431667 entity
Predicate relatedTo P37 FINISHED
Object Modern Slavery Act 2015
The Modern Slavery Act 2015 is a UK law that consolidates and strengthens measures to prevent slavery, servitude, forced or compulsory labour, and human trafficking, and to protect and support victims.
E1302631 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: Modern Slavery Act 2015 | Statement: [Immigration Act 2016, relatedTo, Modern Slavery Act 2015]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Modern Slavery Act 2015
Context triple: [Immigration Act 2016, relatedTo, Modern Slavery Act 2015]
  • A. 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.
  • B. Gangmasters (Licensing) Act 2004
    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.
  • C. Legal Aid, Sentencing and Punishment of Offenders Act 2012
    The Legal Aid, Sentencing and Punishment of Offenders Act 2012 is a major UK statute that overhauled the legal aid system, reformed sentencing, and introduced a range of criminal justice and civil justice changes.
  • D. Serious Organised Crime and Police Act 2005
    The Serious Organised Crime and Police Act 2005 is a UK statute that overhauled policing powers and criminal justice measures, including creating the Serious Organised Crime Agency and reforming laws on serious and organised crime, public order, and protests.
  • E. Justice and Security Act 2013
    The Justice and Security Act 2013 is a UK law that reformed oversight of the intelligence services and introduced closed material procedures in certain civil court cases involving national security.
  • 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: Modern Slavery Act 2015
Triple: [Immigration Act 2016, relatedTo, Modern Slavery Act 2015]
Generated description
The Modern Slavery Act 2015 is a UK law that consolidates and strengthens measures to prevent slavery, servitude, forced or compulsory labour, and human trafficking, and to protect and support victims.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Modern Slavery Act 2015
Target entity description: The Modern Slavery Act 2015 is a UK law that consolidates and strengthens measures to prevent slavery, servitude, forced or compulsory labour, and human trafficking, and to protect and support victims.
  • A. 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.
  • B. Gangmasters (Licensing) Act 2004
    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.
  • C. Legal Aid, Sentencing and Punishment of Offenders Act 2012
    The Legal Aid, Sentencing and Punishment of Offenders Act 2012 is a major UK statute that overhauled the legal aid system, reformed sentencing, and introduced a range of criminal justice and civil justice changes.
  • D. Serious Organised Crime and Police Act 2005
    The Serious Organised Crime and Police Act 2005 is a UK statute that overhauled policing powers and criminal justice measures, including creating the Serious Organised Crime Agency and reforming laws on serious and organised crime, public order, and protests.
  • E. Justice and Security Act 2013
    The Justice and Security Act 2013 is a UK law that reformed oversight of the intelligence services and introduced closed material procedures in certain civil court cases involving national security.
  • 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.