Triple

T20452004

Position	Surface form	Disambiguated ID	Type / Status
Subject	Guto Bebb	`E501676`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Member of the House of Commons of the United Kingdom Guto Bebb is a Welsh Conservative politician who served as the Member of Parliament for Aberconwy from 2010 to 2019 and held junior ministerial roles in the UK government.	`E1432339`	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: Member of the House of Commons of the United Kingdom | Statement: [Guto Bebb, positionHeld, Member of the House of Commons of the United Kingdom]

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

Target entity: Member of the House of Commons of the United Kingdom
Context triple: [Guto Bebb, positionHeld, Member of the House of Commons of the United Kingdom]

A. Member of Parliament of Canada
A Member of Parliament of Canada is an elected representative who serves in the House of Commons, helping to create federal laws and oversee the government on behalf of a specific electoral district.
B. Member of the House of Lords
A Member of the House of Lords is an appointed or hereditary legislator who sits in the upper chamber of the UK Parliament, reviewing and revising legislation and contributing to national policy debates.
C. Conservative Party MP
Frederick Sykes was a British Conservative politician who served as a Member of Parliament and also held prominent military and colonial administrative roles in the early 20th century.
D. Member of Parliament, Lok Sabha
A Member of Parliament, Lok Sabha is an elected representative in the lower house of India’s bicameral Parliament, responsible for lawmaking and overseeing the central government.
E. Leader in the House of Commons (Canada)
The Leader in the House of Commons (Canada) is the cabinet minister responsible for managing the federal government’s legislative agenda and daily business in the House of Commons.
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: Member of the House of Commons of the United Kingdom
Triple: [Guto Bebb, positionHeld, Member of the House of Commons of the United Kingdom]

Generated description

Guto Bebb is a Welsh Conservative politician who served as the Member of Parliament for Aberconwy from 2010 to 2019 and held junior ministerial roles in the UK government.

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

Target entity: Member of the House of Commons of the United Kingdom
Target entity description: Guto Bebb is a Welsh Conservative politician who served as the Member of Parliament for Aberconwy from 2010 to 2019 and held junior ministerial roles in the UK government.

A. Member of Parliament of Canada
A Member of Parliament of Canada is an elected representative who serves in the House of Commons, helping to create federal laws and oversee the government on behalf of a specific electoral district.
B. Member of the House of Lords
A Member of the House of Lords is an appointed or hereditary legislator who sits in the upper chamber of the UK Parliament, reviewing and revising legislation and contributing to national policy debates.
C. Conservative Party MP
Frederick Sykes was a British Conservative politician who served as a Member of Parliament and also held prominent military and colonial administrative roles in the early 20th century.
D. Member of Parliament, Lok Sabha
A Member of Parliament, Lok Sabha is an elected representative in the lower house of India’s bicameral Parliament, responsible for lawmaking and overseeing the central government.
E. Leader in the House of Commons (Canada)
The Leader in the House of Commons (Canada) is the cabinet minister responsible for managing the federal government’s legislative agenda and daily business in the House of Commons.
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_69e0b4ac0a1c81908845d0f8a56abce8`	completed	April 16, 2026, 10:06 a.m.
NER	Named-entity recognition	`batch_69e68d0296ac819081e74c67d3cc6349`	completed	April 20, 2026, 8:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a088b0e1d308190abb75555b9d20fd7`	completed	May 16, 2026, 3:19 p.m.
NEDg	Description generation	`batch_6a088be79cd0819092da701d6d3d2a8a`	completed	May 16, 2026, 3:23 p.m.
NED2	Entity disambiguation (via description)	`batch_6a088c7e46e48190b890f319ba4f2492`	completed	May 16, 2026, 3:25 p.m.

Created at: April 16, 2026, 11:32 a.m.