Triple
T2883862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Employment and Support Allowance |
E59459
|
entity |
| Predicate | workGroup |
P3756
|
FINISHED |
| Object |
Work-Related Activity Group
The Work-Related Activity Group is a category within the UK Employment and Support Allowance system for claimants who are expected to prepare for a return to work through mandatory work-focused activities.
|
E308664
|
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: Work-Related Activity Group | Statement: [Employment and Support Allowance, workGroup, Work-Related Activity Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Work-Related Activity Group Context triple: [Employment and Support Allowance, workGroup, Work-Related Activity Group]
-
A.
Trade Union Group
Trade Union Group is the organized labor and trade union affiliate section associated with the Scottish National Party, representing workers’ interests within the party.
-
B.
Working
"Working" is a musical by Stephen Schwartz that adapts Studs Terkel’s book of interviews into a series of vignettes exploring the lives and aspirations of everyday American workers.
-
C.
In Unity and Work
"In Unity and Work" is the English motto of the University of Nairobi, expressing its emphasis on collective effort and industriousness in pursuit of academic and societal progress.
-
D.
Enterprise Hub
Enterprise Hub is a Royal Academy of Engineering initiative that supports and accelerates UK engineering and technology entrepreneurs through funding, mentoring, and business development resources.
-
E.
Committee on Workforce Development
The Committee on Workforce Development is a Chicago City Council body that focuses on policies and programs related to job creation, employment training, and workforce initiatives in the city.
- 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: Work-Related Activity Group Triple: [Employment and Support Allowance, workGroup, Work-Related Activity Group]
Generated description
The Work-Related Activity Group is a category within the UK Employment and Support Allowance system for claimants who are expected to prepare for a return to work through mandatory work-focused activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Work-Related Activity Group Target entity description: The Work-Related Activity Group is a category within the UK Employment and Support Allowance system for claimants who are expected to prepare for a return to work through mandatory work-focused activities.
-
A.
Trade Union Group
Trade Union Group is the organized labor and trade union affiliate section associated with the Scottish National Party, representing workers’ interests within the party.
-
B.
Working
"Working" is a musical by Stephen Schwartz that adapts Studs Terkel’s book of interviews into a series of vignettes exploring the lives and aspirations of everyday American workers.
-
C.
In Unity and Work
"In Unity and Work" is the English motto of the University of Nairobi, expressing its emphasis on collective effort and industriousness in pursuit of academic and societal progress.
-
D.
Enterprise Hub
Enterprise Hub is a Royal Academy of Engineering initiative that supports and accelerates UK engineering and technology entrepreneurs through funding, mentoring, and business development resources.
-
E.
Committee on Workforce Development
The Committee on Workforce Development is a Chicago City Council body that focuses on policies and programs related to job creation, employment training, and workforce initiatives in the city.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: workGroup Context triple: [Employment and Support Allowance, workGroup, Work-Related Activity Group]
-
A.
workingGroup
Indicates that multiple entities collaborate as a designated team or committee to work together toward a shared task, project, or objective.
-
B.
workBy
Indicates that a work (such as a creation, product, or result) is produced, authored, or created by a particular agent or entity.
-
C.
team
chosen
Indicates that multiple entities are grouped together as a collaborative unit working toward shared goals or tasks.
-
D.
workScope
Indicates the defined range, extent, and boundaries of tasks or responsibilities involved in a particular work activity or project.
-
E.
workModel
Indicates that one entity serves as, or is based on, a particular model used for work, operation, or functional behavior.
- 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_69ab4ac739188190a112f42a5a69c951 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abe02e0ec48190b969ed921d179560 |
completed | March 7, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0316c4fa481909cd5b26ec346d885 |
completed | March 10, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69b035ddda948190bb0e8a57b7314480 |
completed | March 10, 2026, 3:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0396854808190946bd3f8d919b6cb |
completed | March 10, 2026, 3:31 p.m. |
| PD | Predicate disambiguation | batch_69abdd15cbf08190bf7fea5ea516848a |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 10:03 p.m.