Triple

T18620856

Position	Surface form	Disambiguated ID	Type / Status
Subject	Causeway Coast and Glens Borough Council	`E455142`	entity
Predicate	formedByMergerOf	`P77`	FINISHED
Object	Ballymoney Borough Council Ballymoney Borough Council was the former local government authority for the Ballymoney area in Northern Ireland prior to its incorporation into the Causeway Coast and Glens Borough Council.	`E1334507`	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: Ballymoney Borough Council | Statement: [Causeway Coast and Glens Borough Council, formedByMergerOf, Ballymoney Borough Council]

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

Target entity: Ballymoney Borough Council
Context triple: [Causeway Coast and Glens Borough Council, formedByMergerOf, Ballymoney Borough Council]

A. Ballymena Borough Council
Ballymena Borough Council was the local government authority responsible for administering municipal services and governance in the Ballymena area of Northern Ireland until local government reorganization.
B. Derry City and Strabane District Council
Derry City and Strabane District Council is the local government authority responsible for providing municipal services and administration across the Derry City and Strabane district area in Northern Ireland.
C. Craigavon Borough Council
Craigavon Borough Council was the former local government authority for the Craigavon area in Northern Ireland prior to its replacement by the larger Armagh City, Banbridge and Craigavon Borough Council.
D. Ards and North Down Borough Council
Ards and North Down Borough Council is a local government authority in Northern Ireland responsible for administering the Ards and North Down borough, including towns such as Newtownards and Bangor.
E. Belfast City Council
Belfast City Council is the local government authority responsible for providing municipal services and strategic leadership for the city of Belfast in Northern Ireland.
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: Ballymoney Borough Council
Triple: [Causeway Coast and Glens Borough Council, formedByMergerOf, Ballymoney Borough Council]

Generated description

Ballymoney Borough Council was the former local government authority for the Ballymoney area in Northern Ireland prior to its incorporation into the Causeway Coast and Glens Borough Council.

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

Target entity: Ballymoney Borough Council
Target entity description: Ballymoney Borough Council was the former local government authority for the Ballymoney area in Northern Ireland prior to its incorporation into the Causeway Coast and Glens Borough Council.

A. Ballymena Borough Council
Ballymena Borough Council was the local government authority responsible for administering municipal services and governance in the Ballymena area of Northern Ireland until local government reorganization.
B. Derry City and Strabane District Council
Derry City and Strabane District Council is the local government authority responsible for providing municipal services and administration across the Derry City and Strabane district area in Northern Ireland.
C. Craigavon Borough Council
Craigavon Borough Council was the former local government authority for the Craigavon area in Northern Ireland prior to its replacement by the larger Armagh City, Banbridge and Craigavon Borough Council.
D. Ards and North Down Borough Council
Ards and North Down Borough Council is a local government authority in Northern Ireland responsible for administering the Ards and North Down borough, including towns such as Newtownards and Bangor.
E. Belfast City Council
Belfast City Council is the local government authority responsible for providing municipal services and strategic leadership for the city of Belfast in Northern Ireland.
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_69d8d38cc7948190a55ea64e5638994e`	completed	April 10, 2026, 10:40 a.m.
NER	Named-entity recognition	`batch_69e54f0146f48190a872032db6e660c6`	completed	April 19, 2026, 9:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a050d7423d88190a8ec0f7f8b35a535`	completed	May 13, 2026, 11:47 p.m.
NEDg	Description generation	`batch_6a050e7895508190b6f9d677acb97c64`	completed	May 13, 2026, 11:51 p.m.
NED2	Entity disambiguation (via description)	`batch_6a050f0dac088190a8455c7219e3c709`	completed	May 13, 2026, 11:53 p.m.

Created at: April 10, 2026, 11:46 a.m.