Triple

T4391427
Position Surface form Disambiguated ID Type / Status
Subject Immigration Rules (United Kingdom) E99370 entity
Predicate includes P1393 FINISHED
Object Appendix Seasonal Worker
Appendix Seasonal Worker is a section of the UK Immigration Rules that sets out the specific visa requirements and conditions for individuals coming to the UK to undertake temporary, seasonal work.
E435243 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: Appendix Seasonal Worker | Statement: [Immigration Rules (United Kingdom), includes, Appendix Seasonal Worker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Appendix Seasonal Worker
Context triple: [Immigration Rules (United Kingdom), includes, Appendix Seasonal Worker]
  • A. H-2B
    H-2B is a Japanese expendable heavy-lift launch vehicle developed by JAXA and Mitsubishi Heavy Industries, primarily used to launch the H-II Transfer Vehicle (HTV) cargo spacecraft to the International Space Station.
  • B. Special Agricultural Worker program
    The Special Agricultural Worker program was a U.S. immigration initiative that granted legal status to certain undocumented farmworkers who met specific agricultural employment requirements.
  • C. Migrant and Seasonal Agricultural Worker Protection Act
    The Migrant and Seasonal Agricultural Worker Protection Act is a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers, regulating wages, housing, transportation, and employment disclosures.
  • D. U visa
    The U visa is a U.S. nonimmigrant visa that provides temporary legal status and work authorization to certain noncitizen victims of serious crimes who assist law enforcement in investigating or prosecuting those crimes.
  • E. J-1
    J-1 is the manpower and personnel directorate within a joint military staff structure, responsible for human resources, personnel management, and related policy.
  • 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: Appendix Seasonal Worker
Triple: [Immigration Rules (United Kingdom), includes, Appendix Seasonal Worker]
Generated description
Appendix Seasonal Worker is a section of the UK Immigration Rules that sets out the specific visa requirements and conditions for individuals coming to the UK to undertake temporary, seasonal work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Appendix Seasonal Worker
Target entity description: Appendix Seasonal Worker is a section of the UK Immigration Rules that sets out the specific visa requirements and conditions for individuals coming to the UK to undertake temporary, seasonal work.
  • A. H-2B
    H-2B is a Japanese expendable heavy-lift launch vehicle developed by JAXA and Mitsubishi Heavy Industries, primarily used to launch the H-II Transfer Vehicle (HTV) cargo spacecraft to the International Space Station.
  • B. Special Agricultural Worker program
    The Special Agricultural Worker program was a U.S. immigration initiative that granted legal status to certain undocumented farmworkers who met specific agricultural employment requirements.
  • C. Migrant and Seasonal Agricultural Worker Protection Act
    The Migrant and Seasonal Agricultural Worker Protection Act is a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers, regulating wages, housing, transportation, and employment disclosures.
  • D. U visa
    The U visa is a U.S. nonimmigrant visa that provides temporary legal status and work authorization to certain noncitizen victims of serious crimes who assist law enforcement in investigating or prosecuting those crimes.
  • E. J-1
    J-1 is the manpower and personnel directorate within a joint military staff structure, responsible for human resources, personnel management, and related policy.
  • 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_69b3454f739481909ff6c28331f0c0b9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352843d7c8190929b94c94eaa63df completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e530428881908d125971263bd747 completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e629115881908436a81b5774ac24 completed March 14, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69b5e68c960c8190a946574120a50047 completed March 14, 2026, 10:51 p.m.
Created at: March 12, 2026, 11:19 p.m.