Triple

T8981875

Position	Surface form	Disambiguated ID	Type / Status
Subject	Alan Dukes	`E214549`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Minister for Transport of Ireland The Minister for Transport of Ireland is the government cabinet member responsible for national transport policy, including roads, public transport, aviation, and maritime affairs.	`E769311`	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 Transport of Ireland | Statement: [Alan Dukes, positionHeld, Minister for Transport of Ireland]

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

Target entity: Minister for Transport of Ireland
Context triple: [Alan Dukes, positionHeld, Minister for Transport of Ireland]

A. Irish Department of Transport
The Irish Department of Transport is the government ministry responsible for national transport policy, regulation, and infrastructure in Ireland, including oversight of major airports and public transport systems.
B. 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.
C. Secretary of State for Transport
The Secretary of State for Transport is the UK government cabinet minister responsible for national transport policy, infrastructure, and regulation.
D. Minister for Education of Ireland
The Minister for Education of Ireland is the government cabinet member responsible for overseeing the country’s education system, including primary, secondary, and higher education policy and administration.
E. Chief Secretary for Ireland
The Chief Secretary for Ireland was a senior British government ministerial post responsible for administering Irish affairs and acting as the main executive authority in Ireland under the Lord Lieutenant during the period of British rule.
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 Transport of Ireland
Triple: [Alan Dukes, positionHeld, Minister for Transport of Ireland]

Generated description

The Minister for Transport of Ireland is the government cabinet member responsible for national transport policy, including roads, public transport, aviation, and maritime affairs.

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

Target entity: Minister for Transport of Ireland
Target entity description: The Minister for Transport of Ireland is the government cabinet member responsible for national transport policy, including roads, public transport, aviation, and maritime affairs.

A. Irish Department of Transport
The Irish Department of Transport is the government ministry responsible for national transport policy, regulation, and infrastructure in Ireland, including oversight of major airports and public transport systems.
B. 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.
C. Secretary of State for Transport
The Secretary of State for Transport is the UK government cabinet minister responsible for national transport policy, infrastructure, and regulation.
D. Minister for Education of Ireland
The Minister for Education of Ireland is the government cabinet member responsible for overseeing the country’s education system, including primary, secondary, and higher education policy and administration.
E. Chief Secretary for Ireland
The Chief Secretary for Ireland was a senior British government ministerial post responsible for administering Irish affairs and acting as the main executive authority in Ireland under the Lord Lieutenant during the period of British rule.
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_69ca839ea8b88190922c6a326ffcc0d3`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc67a891e881909e4b84ed82491651`	completed	April 1, 2026, 12:32 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfc974f0f8819085c63deb53b95b80`	completed	April 3, 2026, 2:06 p.m.
NEDg	Description generation	`batch_69cfca11f7b8819082ea5c74f700cf4b`	completed	April 3, 2026, 2:09 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfca735c50819088c2805c62d96d62`	completed	April 3, 2026, 2:10 p.m.

Created at: March 30, 2026, 7:03 p.m.