Triple

T18179445
Position Surface form Disambiguated ID Type / Status
Subject Appendix Seasonal Worker E435243 entity
Predicate relatedTo P37 FINISHED
Object Seasonal Worker visa
The Seasonal Worker visa is a UK immigration route that allows overseas workers to come to the UK for a short period to do specific types of seasonal work, mainly in sectors like horticulture and poultry.
E1312320 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: Seasonal Worker visa | Statement: [Appendix Seasonal Worker, relatedTo, Seasonal Worker visa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Seasonal Worker visa
Context triple: [Appendix Seasonal Worker, relatedTo, Seasonal Worker visa]
  • A. Skilled Worker visa
    The Skilled Worker visa is a UK immigration route that allows overseas nationals to work in eligible skilled jobs for approved employers, often influenced by roles on the Shortage Occupation List.
  • B. T visa
    The T visa is a U.S. nonimmigrant visa that allows certain victims of severe human trafficking to remain in the United States and access protection and services while assisting law enforcement.
  • C. Global Talent visa
    The Global Talent visa is a UK immigration route designed to attract and retain highly skilled and internationally recognized leaders or emerging leaders in fields such as science, engineering, humanities, digital technology, and the arts.
  • D. H-1B specialty occupation visa
    The H-1B specialty occupation visa is a U.S. nonimmigrant visa that allows employers to temporarily hire foreign workers in professional roles requiring specialized knowledge and at least a bachelor’s degree or equivalent.
  • E. Creative Worker visa
    The Creative Worker visa is a UK immigration route that allows overseas creative professionals, such as performers and artists, to work in the UK on a temporary basis for eligible creative roles.
  • 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: Seasonal Worker visa
Triple: [Appendix Seasonal Worker, relatedTo, Seasonal Worker visa]
Generated description
The Seasonal Worker visa is a UK immigration route that allows overseas workers to come to the UK for a short period to do specific types of seasonal work, mainly in sectors like horticulture and poultry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Seasonal Worker visa
Target entity description: The Seasonal Worker visa is a UK immigration route that allows overseas workers to come to the UK for a short period to do specific types of seasonal work, mainly in sectors like horticulture and poultry.
  • A. Skilled Worker visa
    The Skilled Worker visa is a UK immigration route that allows overseas nationals to work in eligible skilled jobs for approved employers, often influenced by roles on the Shortage Occupation List.
  • B. T visa
    The T visa is a U.S. nonimmigrant visa that allows certain victims of severe human trafficking to remain in the United States and access protection and services while assisting law enforcement.
  • C. Global Talent visa
    The Global Talent visa is a UK immigration route designed to attract and retain highly skilled and internationally recognized leaders or emerging leaders in fields such as science, engineering, humanities, digital technology, and the arts.
  • D. H-1B specialty occupation visa
    The H-1B specialty occupation visa is a U.S. nonimmigrant visa that allows employers to temporarily hire foreign workers in professional roles requiring specialized knowledge and at least a bachelor’s degree or equivalent.
  • E. Creative Worker visa
    The Creative Worker visa is a UK immigration route that allows overseas creative professionals, such as performers and artists, to work in the UK on a temporary basis for eligible creative roles.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dff9aad081909cc7eed2b64828f2 completed April 19, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f045f2c8190b0fb21b5f97c4421 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a039fa823ec8190acb9f399d20800c8 completed May 12, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_6a03a07a59f88190a7ddd5b612d1575a completed May 12, 2026, 9:49 p.m.
Created at: April 10, 2026, 10:31 a.m.