Triple

T10099069

Position	Surface form	Disambiguated ID	Type / Status
Subject	Valerie Amos	`E215949`	entity
Predicate	title	`P38`	FINISHED
Object	Baroness Amos of Brondesbury in the London Borough of Brent Baroness Amos of Brondesbury in the London Borough of Brent is the life peerage held by Valerie Amos, a British Labour politician and diplomat who became the first Black woman to serve as a UK cabinet minister and later as UN Under-Secretary-General for Humanitarian Affairs.	`E841136`	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 Amos of Brondesbury in the London Borough of Brent | Statement: [Valerie Amos, title, Baroness Amos of Brondesbury in the London Borough of Brent]

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

Target entity: Baroness Amos of Brondesbury in the London Borough of Brent
Context triple: [Valerie Amos, title, Baroness Amos of Brondesbury in the London Borough of Brent]

A. Baroness Young of Hornsey
Baroness Young of Hornsey is a British crossbench peer, academic, and cultural activist known for her work on social justice, equality, and the arts.
B. 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.
C. 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.
D. 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.
E. Baroness Lane-Fox of Soho
Baroness Lane-Fox of Soho is a British businesswoman, internet entrepreneur, and crossbench peer in the House of Lords, best known as the co-founder of Lastminute.com and a prominent advocate for digital inclusion.
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 Amos of Brondesbury in the London Borough of Brent
Triple: [Valerie Amos, title, Baroness Amos of Brondesbury in the London Borough of Brent]

Generated description

Baroness Amos of Brondesbury in the London Borough of Brent is the life peerage held by Valerie Amos, a British Labour politician and diplomat who became the first Black woman to serve as a UK cabinet minister and later as UN Under-Secretary-General for Humanitarian Affairs.

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

Target entity: Baroness Amos of Brondesbury in the London Borough of Brent
Target entity description: Baroness Amos of Brondesbury in the London Borough of Brent is the life peerage held by Valerie Amos, a British Labour politician and diplomat who became the first Black woman to serve as a UK cabinet minister and later as UN Under-Secretary-General for Humanitarian Affairs.

A. Baroness Young of Hornsey
Baroness Young of Hornsey is a British crossbench peer, academic, and cultural activist known for her work on social justice, equality, and the arts.
B. 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.
C. 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.
D. 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.
E. Baroness Lane-Fox of Soho
Baroness Lane-Fox of Soho is a British businesswoman, internet entrepreneur, and crossbench peer in the House of Lords, best known as the co-founder of Lastminute.com and a prominent advocate for digital inclusion.
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_69ca83a4947c8190823a7495dc5d96ed`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cdd07d686481908d9bb91392954474`	completed	April 2, 2026, 2:12 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d2b6cb50b08190a0ff42c60d338c79`	completed	April 5, 2026, 7:23 p.m.
NEDg	Description generation	`batch_69d2b7aecdb081909f651c1bc1bcfd75`	completed	April 5, 2026, 7:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69d2b86bf8948190a79046efadc4adea`	completed	April 5, 2026, 7:30 p.m.

Created at: March 30, 2026, 9:02 p.m.