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.