Triple

T8001263
Position Surface form Disambiguated ID Type / Status
Subject Mental Capacity Act 2005 E186252 entity
Predicate replacedByInPart P40785 FINISHED
Object Liberty Protection Safeguards (not yet fully implemented as of 2024)
Liberty Protection Safeguards are a forthcoming legal framework in England and Wales designed to authorise and regulate the deprivation of liberty for people who lack mental capacity, replacing and streamlining the existing Deprivation of Liberty Safeguards system.
E704127 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: Liberty Protection Safeguards (not yet fully implemented as of 2024) | Statement: [Mental Capacity Act 2005, replacedByInPart, Liberty Protection Safeguards (not yet fully implemented as of 2024)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liberty Protection Safeguards (not yet fully implemented as of 2024)
Context triple: [Mental Capacity Act 2005, replacedByInPart, Liberty Protection Safeguards (not yet fully implemented as of 2024)]
  • A. Health and Care Act 2022
    The Health and Care Act 2022 is a major UK law that reforms the National Health Service by promoting integration of health and social care services and restructuring local health system governance.
  • B. PROTECT Act
    The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
  • C. Data Protection Act 2018
    The Data Protection Act 2018 is the UK’s primary data protection law that implements and supplements the EU GDPR framework, setting rules for how personal data must be collected, used, and safeguarded.
  • D. Protection of Freedoms Act 2012
    The Protection of Freedoms Act 2012 is a UK law that reforms surveillance, data protection, and civil liberty safeguards, including rules on DNA retention, CCTV use, and vetting procedures.
  • E. Register of Good Safeguarding Practices
    The Register of Good Safeguarding Practices is a UNESCO list that highlights exemplary programs, projects, and activities that effectively protect and promote intangible cultural heritage around the world.
  • 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: Liberty Protection Safeguards (not yet fully implemented as of 2024)
Triple: [Mental Capacity Act 2005, replacedByInPart, Liberty Protection Safeguards (not yet fully implemented as of 2024)]
Generated description
Liberty Protection Safeguards are a forthcoming legal framework in England and Wales designed to authorise and regulate the deprivation of liberty for people who lack mental capacity, replacing and streamlining the existing Deprivation of Liberty Safeguards system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liberty Protection Safeguards (not yet fully implemented as of 2024)
Target entity description: Liberty Protection Safeguards are a forthcoming legal framework in England and Wales designed to authorise and regulate the deprivation of liberty for people who lack mental capacity, replacing and streamlining the existing Deprivation of Liberty Safeguards system.
  • A. Health and Care Act 2022
    The Health and Care Act 2022 is a major UK law that reforms the National Health Service by promoting integration of health and social care services and restructuring local health system governance.
  • B. PROTECT Act
    The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
  • C. Data Protection Act 2018
    The Data Protection Act 2018 is the UK’s primary data protection law that implements and supplements the EU GDPR framework, setting rules for how personal data must be collected, used, and safeguarded.
  • D. Protection of Freedoms Act 2012
    The Protection of Freedoms Act 2012 is a UK law that reforms surveillance, data protection, and civil liberty safeguards, including rules on DNA retention, CCTV use, and vetting procedures.
  • E. Register of Good Safeguarding Practices
    The Register of Good Safeguarding Practices is a UNESCO list that highlights exemplary programs, projects, and activities that effectively protect and promote intangible cultural heritage around the world.
  • 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_69ca82aaaf24819084b94d18f699ba53 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c9cd06081908b62bb41e228c321 completed March 31, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe11aefc88190bcf614e936455927 completed March 31, 2026, 2:58 p.m.
NEDg Description generation batch_69cbe441b76881909efa791b74316088 completed March 31, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc34749ae08190a1d30919a0594bfd completed March 31, 2026, 8:54 p.m.
Created at: March 30, 2026, 5:17 p.m.