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.