Triple

T8051279

Position	Surface form	Disambiguated ID	Type / Status
Subject	Humza Yousaf	`E187678`	entity
Predicate	electedIn	`P1239`	FINISHED
Object	2023 Scottish National Party leadership election The 2023 Scottish National Party leadership election was the internal party contest that selected Humza Yousaf as Nicola Sturgeon's successor as leader of the SNP and First Minister of Scotland.	`E706602`	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: 2023 Scottish National Party leadership election | Statement: [Humza Yousaf, electedIn, 2023 Scottish National Party leadership election]

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

Target entity: 2023 Scottish National Party leadership election
Context triple: [Humza Yousaf, electedIn, 2023 Scottish National Party leadership election]

A. 2015 Labour Party leadership election
The 2015 Labour Party leadership election was the contest that unexpectedly propelled long-time left-wing backbencher Jeremy Corbyn to the leadership of the UK Labour Party, dramatically reshaping its political direction.
B. 2019 Conservative Party (UK) leadership election
The 2019 Conservative Party (UK) leadership election was the internal party contest that selected Boris Johnson as Conservative leader and UK Prime Minister following Theresa May’s resignation.
C. 2010 Labour Party leadership election
The 2010 Labour Party leadership election was the contest held to choose Gordon Brown’s successor as leader of the UK Labour Party following its defeat in the 2010 general election.
D. 2007 Labour Party leadership election
The 2007 Labour Party leadership election was the internal contest in which Gordon Brown succeeded Tony Blair as leader of the UK Labour Party and Prime Minister.
E. 2017 Conservative Party of Canada leadership election
The 2017 Conservative Party of Canada leadership election was the contest in which the party chose Andrew Scheer as its new leader to succeed Stephen Harper.
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: 2023 Scottish National Party leadership election
Triple: [Humza Yousaf, electedIn, 2023 Scottish National Party leadership election]

Generated description

The 2023 Scottish National Party leadership election was the internal party contest that selected Humza Yousaf as Nicola Sturgeon's successor as leader of the SNP and First Minister of Scotland.

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

Target entity: 2023 Scottish National Party leadership election
Target entity description: The 2023 Scottish National Party leadership election was the internal party contest that selected Humza Yousaf as Nicola Sturgeon's successor as leader of the SNP and First Minister of Scotland.

A. 2015 Labour Party leadership election
The 2015 Labour Party leadership election was the contest that unexpectedly propelled long-time left-wing backbencher Jeremy Corbyn to the leadership of the UK Labour Party, dramatically reshaping its political direction.
B. 2019 Conservative Party (UK) leadership election
The 2019 Conservative Party (UK) leadership election was the internal party contest that selected Boris Johnson as Conservative leader and UK Prime Minister following Theresa May’s resignation.
C. 2010 Labour Party leadership election
The 2010 Labour Party leadership election was the contest held to choose Gordon Brown’s successor as leader of the UK Labour Party following its defeat in the 2010 general election.
D. 2007 Labour Party leadership election
The 2007 Labour Party leadership election was the internal contest in which Gordon Brown succeeded Tony Blair as leader of the UK Labour Party and Prime Minister.
E. 2017 Conservative Party of Canada leadership election
The 2017 Conservative Party of Canada leadership election was the contest in which the party chose Andrew Scheer as its new leader to succeed Stephen Harper.
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_69ca82b15e948190a62fd7af5218426a`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb3f799d1481909c91039941af0e34`	completed	March 31, 2026, 3:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cc571b737881909ae8eadcc7894223`	completed	March 31, 2026, 11:22 p.m.
NEDg	Description generation	`batch_69cc58ae255c8190a6a2d2f335c6cc3f`	completed	March 31, 2026, 11:28 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc5ccee5648190a8ebdf8029eded98`	completed	March 31, 2026, 11:46 p.m.

Created at: March 30, 2026, 5:24 p.m.