Triple

T14459707

Position	Surface form	Disambiguated ID	Type / Status
Subject	Scottish local authorities	`E358548`	entity
Predicate	precededBy	`P97`	FINISHED
Object	Scottish regional councils Scottish regional councils were the former upper-tier administrative bodies in Scotland responsible for overseeing regional services such as education, transport, and social work before being replaced by the current system of unitary local authorities.	`E1100390`	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: Scottish regional councils | Statement: [Scottish local authorities, precededBy, Scottish regional councils]

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

Target entity: Scottish regional councils
Context triple: [Scottish local authorities, precededBy, Scottish regional councils]

A. Scottish local authorities
Scottish local authorities are the elected municipal councils in Scotland responsible for delivering local public services such as education, social care, housing, and transport within their respective areas.
B. Grampian Regional Council
Grampian Regional Council was the former upper-tier local government authority responsible for administering the Grampian region in northeast Scotland from 1975 until local government reorganization in 1996.
C. Highland Council
The Highland Council is the local government authority responsible for administering the Highland area of Scotland, including many remote mainland and island communities.
D. Convention of Scottish Local Authorities (COSLA)
The Convention of Scottish Local Authorities (COSLA) is the national association and representative body for Scotland’s local councils, advocating their interests and coordinating policy at a national level.
E. Moray Council
Moray Council is the local government authority responsible for providing public services and administration in the Moray area of northeast Scotland.
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: Scottish regional councils
Triple: [Scottish local authorities, precededBy, Scottish regional councils]

Generated description

Scottish regional councils were the former upper-tier administrative bodies in Scotland responsible for overseeing regional services such as education, transport, and social work before being replaced by the current system of unitary local authorities.

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

Target entity: Scottish regional councils
Target entity description: Scottish regional councils were the former upper-tier administrative bodies in Scotland responsible for overseeing regional services such as education, transport, and social work before being replaced by the current system of unitary local authorities.

A. Scottish local authorities
Scottish local authorities are the elected municipal councils in Scotland responsible for delivering local public services such as education, social care, housing, and transport within their respective areas.
B. Grampian Regional Council
Grampian Regional Council was the former upper-tier local government authority responsible for administering the Grampian region in northeast Scotland from 1975 until local government reorganization in 1996.
C. Highland Council
The Highland Council is the local government authority responsible for administering the Highland area of Scotland, including many remote mainland and island communities.
D. Convention of Scottish Local Authorities (COSLA)
The Convention of Scottish Local Authorities (COSLA) is the national association and representative body for Scotland’s local councils, advocating their interests and coordinating policy at a national level.
E. Moray Council
Moray Council is the local government authority responsible for providing public services and administration in the Moray area of northeast Scotland.
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_69d82794dfa081909b9134ad2e32244b`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de91aabebc819097eb61b2d81c9a91`	completed	April 14, 2026, 7:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd64935d8081908e5b0e80027948e0`	completed	May 8, 2026, 4:20 a.m.
NEDg	Description generation	`batch_69fd65cf06308190bf7b6463bc109542`	completed	May 8, 2026, 4:25 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd66476ab88190b2d410ced33ce34b`	completed	May 8, 2026, 4:27 a.m.

Created at: April 10, 2026, 1:19 a.m.