Triple

T8735626

Position	Surface form	Disambiguated ID	Type / Status
Subject	Gisela Stuart	`E207374`	entity
Predicate	nobleTitle	`P914`	FINISHED
Object	Baroness Stuart of Edgbaston Baroness Stuart of Edgbaston is a British politician and life peer, formerly the Labour MP for Birmingham Edgbaston, known for her prominent role in the 2016 Brexit campaign.	`E753258`	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: Baroness Stuart of Edgbaston | Statement: [Gisela Stuart, nobleTitle, Baroness Stuart of Edgbaston]

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

Target entity: Baroness Stuart of Edgbaston
Context triple: [Gisela Stuart, nobleTitle, Baroness Stuart of Edgbaston]

A. Baroness Stowell of Beeston
Baroness Stowell of Beeston is a British Conservative politician and life peer who has served in senior government roles, including as Leader of the House of Lords.
B. Baroness O’Neill of Bengarve
Baroness O’Neill of Bengarve is a prominent British philosopher and crossbench peer in the House of Lords, renowned for her work on ethics, political philosophy, and human rights.
C. Baroness Williams of Crosby
Baroness Williams of Crosby is the life peerage title held by Shirley Williams, a prominent British politician and co-founder of the Social Democratic Party.
D. Baroness Jay of Paddington
Baroness Jay of Paddington is a British Labour politician and life peer who served as Leader of the House of Lords and has been prominent in public life and broadcasting.
E. Baroness Chalker of Wallasey
Baroness Chalker of Wallasey is a British Conservative politician and life peer known for her long service as a Foreign Office minister and her leadership roles in international development and geographical and humanitarian organizations.
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: Baroness Stuart of Edgbaston
Triple: [Gisela Stuart, nobleTitle, Baroness Stuart of Edgbaston]

Generated description

Baroness Stuart of Edgbaston is a British politician and life peer, formerly the Labour MP for Birmingham Edgbaston, known for her prominent role in the 2016 Brexit campaign.

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

Target entity: Baroness Stuart of Edgbaston
Target entity description: Baroness Stuart of Edgbaston is a British politician and life peer, formerly the Labour MP for Birmingham Edgbaston, known for her prominent role in the 2016 Brexit campaign.

A. Baroness Stowell of Beeston
Baroness Stowell of Beeston is a British Conservative politician and life peer who has served in senior government roles, including as Leader of the House of Lords.
B. Baroness O’Neill of Bengarve
Baroness O’Neill of Bengarve is a prominent British philosopher and crossbench peer in the House of Lords, renowned for her work on ethics, political philosophy, and human rights.
C. Baroness Williams of Crosby
Baroness Williams of Crosby is the life peerage title held by Shirley Williams, a prominent British politician and co-founder of the Social Democratic Party.
D. Baroness Jay of Paddington
Baroness Jay of Paddington is a British Labour politician and life peer who served as Leader of the House of Lords and has been prominent in public life and broadcasting.
E. Baroness Chalker of Wallasey
Baroness Chalker of Wallasey is a British Conservative politician and life peer known for her long service as a Foreign Office minister and her leadership roles in international development and geographical and humanitarian organizations.
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_69ca835a03a081909d4d4cd01a18c9fb`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc5d44275881909f7eb40b24180294`	completed	March 31, 2026, 11:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf2936f84081908cf91f1dc9a4d27f`	completed	April 3, 2026, 2:43 a.m.
NEDg	Description generation	`batch_69cf2bfc2cc48190b13c54282c15e107`	completed	April 3, 2026, 2:54 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf2cbf60808190a006ee4fb26cde41`	completed	April 3, 2026, 2:58 a.m.

Created at: March 30, 2026, 6:37 p.m.