Triple

T345206

Position	Surface form	Disambiguated ID	Type / Status
Subject	Northern Ireland Executive	`E6924`	entity
Predicate	hasCabinetMember	`P7820`	FINISHED
Object	Minister for Infrastructure (Northern Ireland) The Minister for Infrastructure (Northern Ireland) is the Northern Ireland Executive’s cabinet-level office responsible for regional transport, water, planning, and other key infrastructure services.	`E44756`	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: Minister for Infrastructure (Northern Ireland) | Statement: [Northern Ireland Executive, hasCabinetMember, Minister for Infrastructure (Northern Ireland)]

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

Target entity: Minister for Infrastructure (Northern Ireland)
Context triple: [Northern Ireland Executive, hasCabinetMember, Minister for Infrastructure (Northern Ireland)]

A. Minister for the Economy (Northern Ireland)
The Minister for the Economy (Northern Ireland) is the Northern Ireland Executive minister responsible for economic policy, including enterprise, skills, higher education, tourism, and energy.
B. Minister of Finance (Northern Ireland)
The Minister of Finance (Northern Ireland) is the Northern Ireland Executive’s chief official responsible for managing the region’s public finances, including budgeting, taxation policy within devolved powers, and oversight of government expenditure.
C. Minister of Health (Northern Ireland)
The Minister of Health (Northern Ireland) is the Northern Ireland Executive’s senior government official responsible for overseeing health and social care policy and services in Northern Ireland.
D. Minister of Agriculture, Environment and Rural Affairs (Northern Ireland)
The Minister of Agriculture, Environment and Rural Affairs (Northern Ireland) is the Northern Ireland Executive’s cabinet-level office responsible for agricultural policy, environmental protection, and rural development in the region.
E. Deputy First Minister of Northern Ireland
The Deputy First Minister of Northern Ireland is a joint head of the Northern Ireland government who shares executive authority and responsibilities with the First Minister within the power-sharing administration.
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: Minister for Infrastructure (Northern Ireland)
Triple: [Northern Ireland Executive, hasCabinetMember, Minister for Infrastructure (Northern Ireland)]

Generated description

The Minister for Infrastructure (Northern Ireland) is the Northern Ireland Executive’s cabinet-level office responsible for regional transport, water, planning, and other key infrastructure services.

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

Target entity: Minister for Infrastructure (Northern Ireland)
Target entity description: The Minister for Infrastructure (Northern Ireland) is the Northern Ireland Executive’s cabinet-level office responsible for regional transport, water, planning, and other key infrastructure services.

A. Minister for the Economy (Northern Ireland)
The Minister for the Economy (Northern Ireland) is the Northern Ireland Executive minister responsible for economic policy, including enterprise, skills, higher education, tourism, and energy.
B. Minister of Finance (Northern Ireland)
The Minister of Finance (Northern Ireland) is the Northern Ireland Executive’s chief official responsible for managing the region’s public finances, including budgeting, taxation policy within devolved powers, and oversight of government expenditure.
C. Minister of Health (Northern Ireland)
The Minister of Health (Northern Ireland) is the Northern Ireland Executive’s senior government official responsible for overseeing health and social care policy and services in Northern Ireland.
D. Minister of Agriculture, Environment and Rural Affairs (Northern Ireland)
The Minister of Agriculture, Environment and Rural Affairs (Northern Ireland) is the Northern Ireland Executive’s cabinet-level office responsible for agricultural policy, environmental protection, and rural development in the region.
E. Deputy First Minister of Northern Ireland
The Deputy First Minister of Northern Ireland is a joint head of the Northern Ireland government who shares executive authority and responsibilities with the First Minister within the power-sharing administration.
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_69a2e7951ba08190960e90823b5078f3`	completed	Feb. 28, 2026, 1:03 p.m.
NER	Named-entity recognition	`batch_69a2ee043fac8190af72291c04761687`	completed	Feb. 28, 2026, 1:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a3dd31c720819092af1eb26bd3080a`	completed	March 1, 2026, 6:31 a.m.
NEDg	Description generation	`batch_69a3ddd2b73c8190963131ad071a38d8`	completed	March 1, 2026, 6:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3de78064081908be83c4202e3ef91`	completed	March 1, 2026, 6:36 a.m.

Created at: Feb. 28, 2026, 1:08 p.m.