Triple

T4391440
Position Surface form Disambiguated ID Type / Status
Subject Immigration Rules (United Kingdom) E99370 entity
Predicate relatedTo P37 FINISHED
Object Immigration Act 2014
The Immigration Act 2014 is a UK law that tightened immigration controls by restricting access to services like housing, banking, and healthcare for people without lawful status and expanding powers to remove and deport migrants.
E435249 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: Immigration Act 2014 | Statement: [Immigration Rules (United Kingdom), relatedTo, Immigration Act 2014]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Immigration Act 2014
Context triple: [Immigration Rules (United Kingdom), relatedTo, Immigration Act 2014]
  • A. Immigration Act 2016
    The Immigration Act 2016 is a UK law that overhauled immigration enforcement and labour market regulation, including expanding powers to tackle illegal working and labour exploitation.
  • B. Immigration Act 1971
    The Immigration Act 1971 is a key UK law that established the modern framework for immigration control and the rights of entry and residence for people coming to or living in the United Kingdom.
  • C. Criminal Justice and Immigration Act 2008
    The Criminal Justice and Immigration Act 2008 is a UK statute that introduced wide-ranging reforms to criminal law, sentencing, and immigration control, including changes to police powers and public order offences.
  • D. Immigration and Asylum Act 1999
    The Immigration and Asylum Act 1999 is a key UK statute that overhauled immigration and asylum procedures, including the regulation of immigration advice and services and the restructuring of support for asylum seekers.
  • E. Refugee Act of 1980
    The Refugee Act of 1980 is a landmark U.S. law that created a permanent, standardized system for admitting and resettling refugees in accordance with international humanitarian principles.
  • 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: Immigration Act 2014
Triple: [Immigration Rules (United Kingdom), relatedTo, Immigration Act 2014]
Generated description
The Immigration Act 2014 is a UK law that tightened immigration controls by restricting access to services like housing, banking, and healthcare for people without lawful status and expanding powers to remove and deport migrants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Immigration Act 2014
Target entity description: The Immigration Act 2014 is a UK law that tightened immigration controls by restricting access to services like housing, banking, and healthcare for people without lawful status and expanding powers to remove and deport migrants.
  • A. Immigration Act 2016
    The Immigration Act 2016 is a UK law that overhauled immigration enforcement and labour market regulation, including expanding powers to tackle illegal working and labour exploitation.
  • B. Immigration Act 1971
    The Immigration Act 1971 is a key UK law that established the modern framework for immigration control and the rights of entry and residence for people coming to or living in the United Kingdom.
  • C. Criminal Justice and Immigration Act 2008
    The Criminal Justice and Immigration Act 2008 is a UK statute that introduced wide-ranging reforms to criminal law, sentencing, and immigration control, including changes to police powers and public order offences.
  • D. Immigration and Asylum Act 1999
    The Immigration and Asylum Act 1999 is a key UK statute that overhauled immigration and asylum procedures, including the regulation of immigration advice and services and the restructuring of support for asylum seekers.
  • E. Refugee Act of 1980
    The Refugee Act of 1980 is a landmark U.S. law that created a permanent, standardized system for admitting and resettling refugees in accordance with international humanitarian principles.
  • 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.