Triple

T4328342
Position Surface form Disambiguated ID Type / Status
Subject Security Industry Authority E96685 entity
Predicate operatesScheme P5884 FINISHED
Object Approved Contractor Scheme
The Approved Contractor Scheme is a UK accreditation program that assesses and certifies private security companies for meeting defined quality and performance standards.
E431676 NE FINISHED

How this triple was built (5 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: Approved Contractor Scheme | Statement: [Security Industry Authority, operatesScheme, Approved Contractor Scheme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Approved Contractor Scheme
Context triple: [Security Industry Authority, operatesScheme, Approved Contractor Scheme]
  • A. GSA Schedules Program
    The GSA Schedules Program is a U.S. federal government contracting vehicle that streamlines the purchase of commercial products and services by pre-negotiating prices, terms, and conditions with approved vendors.
  • B. Liabilities to Third Parties Scheme
    The Liabilities to Third Parties Scheme is an NHS Resolution-managed indemnity scheme that covers the legal liabilities of NHS bodies to third parties, such as patients, visitors, and the public, for injury or damage arising from their activities.
  • C. Multiple Award Schedules Program
    The Multiple Award Schedules Program is a U.S. federal government contracting vehicle that provides pre-negotiated, long-term governmentwide contracts for commercial products and services to streamline procurement.
  • D. Property Expenses Scheme
    The Property Expenses Scheme is an NHS Resolution-managed risk-pooling programme that provides financial cover for property-related losses and damages across NHS organisations in England.
  • E. Laing O’Rourke
    Laing O’Rourke is a major international engineering and construction company known for delivering large-scale infrastructure and building projects.
  • 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: Approved Contractor Scheme
Triple: [Security Industry Authority, operatesScheme, Approved Contractor Scheme]
Generated description
The Approved Contractor Scheme is a UK accreditation program that assesses and certifies private security companies for meeting defined quality and performance standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Approved Contractor Scheme
Target entity description: The Approved Contractor Scheme is a UK accreditation program that assesses and certifies private security companies for meeting defined quality and performance standards.
  • A. GSA Schedules Program
    The GSA Schedules Program is a U.S. federal government contracting vehicle that streamlines the purchase of commercial products and services by pre-negotiating prices, terms, and conditions with approved vendors.
  • B. Liabilities to Third Parties Scheme
    The Liabilities to Third Parties Scheme is an NHS Resolution-managed indemnity scheme that covers the legal liabilities of NHS bodies to third parties, such as patients, visitors, and the public, for injury or damage arising from their activities.
  • C. Multiple Award Schedules Program
    The Multiple Award Schedules Program is a U.S. federal government contracting vehicle that provides pre-negotiated, long-term governmentwide contracts for commercial products and services to streamline procurement.
  • D. Property Expenses Scheme
    The Property Expenses Scheme is an NHS Resolution-managed risk-pooling programme that provides financial cover for property-related losses and damages across NHS organisations in England.
  • E. Laing O’Rourke
    Laing O’Rourke is a major international engineering and construction company known for delivering large-scale infrastructure and building projects.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: operatesScheme
Context triple: [Security Industry Authority, operatesScheme, Approved Contractor Scheme]
  • A. operatesBy
    Indicates that an entity performs its function, action, or process through the use or application of another entity (e.g., a method, mechanism, or principle).
  • B. operateIn
    Indicates that an entity performs its activities, functions, or services within a specified location, context, or domain.
  • C. operationOf
    Indicates that one entity is the function, activity, or process carried out by another entity (such as a system, device, or organization).
  • D. operatesOver
    Indicates that one entity performs actions or exerts functional control across, upon, or throughout another entity or domain.
  • E. operatesService chosen
    Indicates that an agent runs, manages, or provides a particular service.
  • F. None of above.

Provenance (6 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_69b34542fd908190b11b08faad8decfd completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35133688c8190ab5527ae01748f13 completed March 12, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d09bf304819084fc1b9162c8b48a completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d48a56f881909cc75f45d87c8151 completed March 14, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69b5d4f99ff08190957b46cd84954f79 completed March 14, 2026, 9:36 p.m.
PD Predicate disambiguation batch_69b34f4e13fc8190a42c519f37959d27 completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:13 p.m.