Triple

T8888653

Position	Surface form	Disambiguated ID	Type / Status
Subject	Michael Farmer, Baron Farmer	`E211601`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Conservative Party treasurer Conservative Party treasurer is a senior financial and fundraising role within the UK's Conservative Party, responsible for overseeing donations, budgeting, and party finances.	`E764355`	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: Conservative Party treasurer | Statement: [Michael Farmer, Baron Farmer, positionHeld, Conservative Party treasurer]

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

Target entity: Conservative Party treasurer
Context triple: [Michael Farmer, Baron Farmer, positionHeld, Conservative Party treasurer]

A. Parliamentary Secretary to the Treasury
The Parliamentary Secretary to the Treasury is a senior government whip in the United Kingdom, traditionally serving as the Chief Whip in the House of Commons and responsible for managing the government's legislative business and party discipline.
B. Exchequer Secretary to the Treasury
The Exchequer Secretary to the Treasury is a junior ministerial position in the UK government responsible for areas of economic and fiscal policy within HM Treasury.
C. Financial Secretary to the Treasury
The Financial Secretary to the Treasury is a senior ministerial post in the UK government responsible for overseeing key aspects of public finance, taxation, and economic policy within HM Treasury.
D. Chancellor of the Exchequer
The Chancellor of the Exchequer is the British government minister responsible for overseeing the Treasury and managing the United Kingdom’s economic and financial policy.
E. Economic Secretary to the Treasury
The Economic Secretary to the Treasury is a UK government ministerial post responsible for financial services, banking, and aspects of economic and fiscal policy within HM Treasury.
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: Conservative Party treasurer
Triple: [Michael Farmer, Baron Farmer, positionHeld, Conservative Party treasurer]

Generated description

Conservative Party treasurer is a senior financial and fundraising role within the UK's Conservative Party, responsible for overseeing donations, budgeting, and party finances.

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

Target entity: Conservative Party treasurer
Target entity description: Conservative Party treasurer is a senior financial and fundraising role within the UK's Conservative Party, responsible for overseeing donations, budgeting, and party finances.

A. Parliamentary Secretary to the Treasury
The Parliamentary Secretary to the Treasury is a senior government whip in the United Kingdom, traditionally serving as the Chief Whip in the House of Commons and responsible for managing the government's legislative business and party discipline.
B. Exchequer Secretary to the Treasury
The Exchequer Secretary to the Treasury is a junior ministerial position in the UK government responsible for areas of economic and fiscal policy within HM Treasury.
C. Financial Secretary to the Treasury
The Financial Secretary to the Treasury is a senior ministerial post in the UK government responsible for overseeing key aspects of public finance, taxation, and economic policy within HM Treasury.
D. Chancellor of the Exchequer
The Chancellor of the Exchequer is the British government minister responsible for overseeing the Treasury and managing the United Kingdom’s economic and financial policy.
E. Economic Secretary to the Treasury
The Economic Secretary to the Treasury is a UK government ministerial post responsible for financial services, banking, and aspects of economic and fiscal policy within HM Treasury.
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_69ca83907954819096d52a245b635841`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc618e58d08190be3ebcbe3701b1db`	completed	April 1, 2026, 12:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfabe955e08190a8d61cfaa2d52731`	completed	April 3, 2026, noon
NEDg	Description generation	`batch_69cfacd755f88190bfe301e84c8a5350`	completed	April 3, 2026, 12:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfad5739448190886e8bf47623862b`	completed	April 3, 2026, 12:06 p.m.

Created at: March 30, 2026, 6:53 p.m.