Triple

T21578351
Position Surface form Disambiguated ID Type / Status
Subject Kickstart Scheme E532457 entity
Predicate relatedProgramme P6928 FINISHED
Object Plan for Jobs
Plan for Jobs was a UK government economic strategy introduced in response to the COVID-19 pandemic, aimed at protecting, supporting, and creating jobs through measures such as wage subsidies, training schemes, and employment support programmes.
E1491203 NE FINISHED

How this triple was built (4 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: Plan for Jobs | Statement: [Kickstart Scheme, relatedProgramme, Plan for Jobs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Plan for Jobs
Context triple: [Kickstart Scheme, relatedProgramme, Plan for Jobs]
  • A. Jobs
    Jobs is a 2013 biographical drama film depicting the life and career of Apple co-founder Steve Jobs.
  • B. Jobs
    Jobs is the surname of Steve Jobs, the influential co-founder and longtime leader of Apple Inc.
  • C. CareerBuilder
    CareerBuilder is an employment website and human capital solutions company that connects job seekers with employers through online job listings, recruitment software, and labor market analytics.
  • D. Career Day
    Career Day is a television program produced by Entertainment Studios Television that profiles various professions and the people who work in them.
  • E. Jobcenter
    Jobcenter is a German public agency responsible for providing and managing basic income support and employment services for long-term unemployed people.
  • 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: Plan for Jobs
Triple: [Kickstart Scheme, relatedProgramme, Plan for Jobs]
Generated description
Plan for Jobs was a UK government economic strategy introduced in response to the COVID-19 pandemic, aimed at protecting, supporting, and creating jobs through measures such as wage subsidies, training schemes, and employment support programmes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Plan for Jobs
Target entity description: Plan for Jobs was a UK government economic strategy introduced in response to the COVID-19 pandemic, aimed at protecting, supporting, and creating jobs through measures such as wage subsidies, training schemes, and employment support programmes.
  • A. Jobs
    Jobs is a 2013 biographical drama film depicting the life and career of Apple co-founder Steve Jobs.
  • B. Jobs
    Jobs is the surname of Steve Jobs, the influential co-founder and longtime leader of Apple Inc.
  • C. CareerBuilder
    CareerBuilder is an employment website and human capital solutions company that connects job seekers with employers through online job listings, recruitment software, and labor market analytics.
  • D. Career Day
    Career Day is a television program produced by Entertainment Studios Television that profiles various professions and the people who work in them.
  • E. Jobcenter
    Jobcenter is a German public agency responsible for providing and managing basic income support and employment services for long-term unemployed people.
  • F. None of above. chosen

Provenance (5 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_69e0c4618bec8190bcb0feb74568cbb1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eeeb5ac1048190aa45d7d3c780b5c9 completed April 27, 2026, 4:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09f67889bc81908d640cbe0bc4b121 completed May 17, 2026, 5:10 p.m.
NEDg Description generation batch_6a09f70d94308190b1c8f11e0a93b883 completed May 17, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09f7f91058819081d7230042ec080c completed May 17, 2026, 5:16 p.m.
Created at: April 16, 2026, 6:31 p.m.