Triple

T13340143
Position Surface form Disambiguated ID Type / Status
Subject Swiss migration authorities E317802 entity
Predicate legalBasis P125 FINISHED
Object Federal Act on Foreign Nationals and Integration
The Federal Act on Foreign Nationals and Integration is a key Swiss law that regulates the entry, residence, and integration of foreign nationals in Switzerland.
E1034566 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: Federal Act on Foreign Nationals and Integration | Statement: [Swiss migration authorities, legalBasis, Federal Act on Foreign Nationals and Integration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Act on Foreign Nationals and Integration
Context triple: [Swiss migration authorities, legalBasis, Federal Act on Foreign Nationals and Integration]
  • A. Ley de Migración
    La Ley de Migración es la normativa mexicana que regula la entrada, estancia, derechos y obligaciones de las personas extranjeras en el territorio nacional, así como las facultades de las autoridades migratorias.
  • B. Illegal Immigration Reform and Immigrant Responsibility Act of 1996
    The Illegal Immigration Reform and Immigrant Responsibility Act of 1996 is a major U.S. federal law that significantly tightened immigration enforcement, expanded grounds for deportation, and restructured procedures for removing noncitizens.
  • C. Borders, Citizenship and Immigration Act 2009
    The Borders, Citizenship and Immigration Act 2009 is a UK law that overhauled immigration, border control, and citizenship provisions, strengthening the powers and duties of the UK Border Agency and reforming the path to British citizenship.
  • D. Immigration Act of 1990
    The Immigration Act of 1990 is a major U.S. federal law that overhauled immigration policy by significantly increasing legal immigration levels, creating new visa categories (including the diversity visa lottery), and revising grounds for exclusion and deportation.
  • E. 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.
  • 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: Federal Act on Foreign Nationals and Integration
Triple: [Swiss migration authorities, legalBasis, Federal Act on Foreign Nationals and Integration]
Generated description
The Federal Act on Foreign Nationals and Integration is a key Swiss law that regulates the entry, residence, and integration of foreign nationals in Switzerland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Act on Foreign Nationals and Integration
Target entity description: The Federal Act on Foreign Nationals and Integration is a key Swiss law that regulates the entry, residence, and integration of foreign nationals in Switzerland.
  • A. Ley de Migración
    La Ley de Migración es la normativa mexicana que regula la entrada, estancia, derechos y obligaciones de las personas extranjeras en el territorio nacional, así como las facultades de las autoridades migratorias.
  • B. Illegal Immigration Reform and Immigrant Responsibility Act of 1996
    The Illegal Immigration Reform and Immigrant Responsibility Act of 1996 is a major U.S. federal law that significantly tightened immigration enforcement, expanded grounds for deportation, and restructured procedures for removing noncitizens.
  • C. Borders, Citizenship and Immigration Act 2009
    The Borders, Citizenship and Immigration Act 2009 is a UK law that overhauled immigration, border control, and citizenship provisions, strengthening the powers and duties of the UK Border Agency and reforming the path to British citizenship.
  • D. Immigration Act of 1990
    The Immigration Act of 1990 is a major U.S. federal law that overhauled immigration policy by significantly increasing legal immigration levels, creating new visa categories (including the diversity visa lottery), and revising grounds for exclusion and deportation.
  • E. 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.
  • 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_69d806b5a3c08190b42c267fb092f98a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99d01bf8481908cd3a99e5557b972 completed April 11, 2026, 12:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f3ecf4c8190bb9eee699859dc08 completed May 3, 2026, 10:11 a.m.
NEDg Description generation batch_69f72018c4848190941732e3a938278a completed May 3, 2026, 10:14 a.m.
NED2 Entity disambiguation (via description) batch_69f720bf04548190833af70061b017a1 completed May 3, 2026, 10:17 a.m.
Created at: April 9, 2026, 9:31 p.m.