Triple
T3307552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UK Reserve Forces |
E69485
|
entity |
| Predicate | employerSupportScheme |
P37673
|
FINISHED |
| Object |
Defence Employer Recognition Scheme
The Defence Employer Recognition Scheme is a UK government initiative that publicly acknowledges and rewards employers who actively support defence personnel, including reservists, veterans, and their families.
|
E347286
|
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: Defence Employer Recognition Scheme | Statement: [UK Reserve Forces, employerSupportScheme, Defence Employer Recognition Scheme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Defence Employer Recognition Scheme Context triple: [UK Reserve Forces, employerSupportScheme, Defence Employer Recognition Scheme]
-
A.
Defence Nuclear Organisation
The Defence Nuclear Organisation is the branch of the UK Ministry of Defence responsible for overseeing and managing the British Armed Forces’ nuclear capabilities and related policy.
-
B.
Defence Digital
Defence Digital is a UK Ministry of Defence organisation responsible for delivering and managing digital, data, and technology services across the armed forces and defence sector.
-
C.
Defence Signals Directorate
Defence Signals Directorate was the former name of Australia’s national signals intelligence and information security agency, now known as the Australian Signals Directorate.
-
D.
Defence Investment Division
The Defence Investment Division is a NATO body responsible for planning, coordinating, and overseeing the Alliance’s defence capability development, armaments cooperation, and related investments.
-
E.
Royal Armament Research and Development Establishment
The Royal Armament Research and Development Establishment was a British government facility responsible for developing and testing military weapons, equipment, and related technologies.
- 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: Defence Employer Recognition Scheme Triple: [UK Reserve Forces, employerSupportScheme, Defence Employer Recognition Scheme]
Generated description
The Defence Employer Recognition Scheme is a UK government initiative that publicly acknowledges and rewards employers who actively support defence personnel, including reservists, veterans, and their families.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Defence Employer Recognition Scheme Target entity description: The Defence Employer Recognition Scheme is a UK government initiative that publicly acknowledges and rewards employers who actively support defence personnel, including reservists, veterans, and their families.
-
A.
Defence Nuclear Organisation
The Defence Nuclear Organisation is the branch of the UK Ministry of Defence responsible for overseeing and managing the British Armed Forces’ nuclear capabilities and related policy.
-
B.
Defence Digital
Defence Digital is a UK Ministry of Defence organisation responsible for delivering and managing digital, data, and technology services across the armed forces and defence sector.
-
C.
Defence Signals Directorate
Defence Signals Directorate was the former name of Australia’s national signals intelligence and information security agency, now known as the Australian Signals Directorate.
-
D.
Defence Investment Division
The Defence Investment Division is a NATO body responsible for planning, coordinating, and overseeing the Alliance’s defence capability development, armaments cooperation, and related investments.
-
E.
Royal Armament Research and Development Establishment
The Royal Armament Research and Development Establishment was a British government facility responsible for developing and testing military weapons, equipment, and related technologies.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: employerSupportScheme Context triple: [UK Reserve Forces, employerSupportScheme, Defence Employer Recognition Scheme]
-
A.
supportedByWork
Indicates that one entity’s existence, validity, or outcome is backed, justified, or enabled by the work or efforts of another entity.
-
B.
federalSchemeImplemented
Indicates that a specific federal government program or policy has been put into operation or carried out in practice.
-
C.
employerIn
Indicates that one entity serves as the employer of another within a specified context, such as a location, organization, or time period.
-
D.
relatedGrantScheme
chosen
Indicates that there is an associated grant scheme that is relevant or linked to the subject entity.
-
E.
employerBurdenStandard
Indicates the legal standard or level of proof an employer must meet to justify or defend its actions in a given employment-related context.
- 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_69ad859f218081909458d2cebbf57565 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0cc15088190b51c311c6590df04 |
completed | March 8, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3ea2ac88190ad2258f128a08f4f |
completed | March 12, 2026, 5:12 p.m. |
| NEDg | Description generation | batch_69b2fa0ed27c8190a32c153b44b7b2dd |
completed | March 12, 2026, 5:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b312b6e224819080957998acbed524 |
completed | March 12, 2026, 7:23 p.m. |
| PD | Predicate disambiguation | batch_69ada42625308190be257f16a623a410 |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:11 p.m.