Triple

T18042263

Position	Surface form	Disambiguated ID	Type / Status
Subject	Immigration and Asylum Act 1999	`E431678`	entity
Predicate	amends	`P1121`	FINISHED
Object	Asylum and Immigration Act 1996 The Asylum and Immigration Act 1996 is a UK law that overhauled immigration and asylum procedures, including tightening controls on illegal working and access to benefits for asylum seekers.	`E1308951`	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: Asylum and Immigration Act 1996 | Statement: [Immigration and Asylum Act 1999, amends, Asylum and Immigration Act 1996]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Asylum and Immigration Act 1996
Context triple: [Immigration and Asylum Act 1999, amends, Asylum and Immigration Act 1996]

A. 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.
B. Asylum and Immigration Appeals Act 1993
The Asylum and Immigration Appeals Act 1993 is a UK statute that reformed immigration and asylum procedures, particularly by restructuring the appeals system for asylum seekers and other migrants.
C. Immigration, Asylum and Nationality Act 2006
The Immigration, Asylum and Nationality Act 2006 is a UK law that overhauled immigration, asylum, and citizenship rules, tightening controls on entry, residence, and naturalisation.
D. Immigration Act 1988
The Immigration Act 1988 is a UK law that further restricted and clarified immigration controls, particularly tightening rules on rights to enter, remain, and access services in the United Kingdom.
E. Nationality, Immigration and Asylum Act 2002
The Nationality, Immigration and Asylum Act 2002 is a major UK statute that overhauled citizenship rules and tightened immigration and asylum procedures in the early 21st century.
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: Asylum and Immigration Act 1996
Triple: [Immigration and Asylum Act 1999, amends, Asylum and Immigration Act 1996]

Generated description

The Asylum and Immigration Act 1996 is a UK law that overhauled immigration and asylum procedures, including tightening controls on illegal working and access to benefits for asylum seekers.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Asylum and Immigration Act 1996
Target entity description: The Asylum and Immigration Act 1996 is a UK law that overhauled immigration and asylum procedures, including tightening controls on illegal working and access to benefits for asylum seekers.

A. 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.
B. Asylum and Immigration Appeals Act 1993
The Asylum and Immigration Appeals Act 1993 is a UK statute that reformed immigration and asylum procedures, particularly by restructuring the appeals system for asylum seekers and other migrants.
C. Immigration, Asylum and Nationality Act 2006
The Immigration, Asylum and Nationality Act 2006 is a UK law that overhauled immigration, asylum, and citizenship rules, tightening controls on entry, residence, and naturalisation.
D. Immigration Act 1988
The Immigration Act 1988 is a UK law that further restricted and clarified immigration controls, particularly tightening rules on rights to enter, remain, and access services in the United Kingdom.
E. Nationality, Immigration and Asylum Act 2002
The Nationality, Immigration and Asylum Act 2002 is a major UK statute that overhauled citizenship rules and tightened immigration and asylum procedures in the early 21st century.
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_69d8b906482481908183315b9ecf9994`	completed	April 10, 2026, 8:47 a.m.
NER	Named-entity recognition	`batch_69e4bfef454c8190ad3787502f2bdd34`	completed	April 19, 2026, 11:43 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0385356fb881908a642b6c301f490f`	completed	May 12, 2026, 7:53 p.m.
NEDg	Description generation	`batch_6a0388b70cd88190ab3dfd23a00dc931`	completed	May 12, 2026, 8:08 p.m.
NED2	Entity disambiguation (via description)	`batch_6a03890ca09881908b58523e06742a08`	completed	May 12, 2026, 8:09 p.m.

Created at: April 10, 2026, 10:25 a.m.