Triple

T5345141

Position	Surface form	Disambiguated ID	Type / Status
Subject	Department for Innovation, Universities and Skills	`E124035`	entity
Predicate	formedBy	`P972`	FINISHED
Object	Gordon Brown government The Gordon Brown government was the UK Labour administration led by Prime Minister Gordon Brown from 2007 to 2010, noted for its handling of the global financial crisis and various domestic reforms.	`E513122`	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: Gordon Brown government | Statement: [Department for Innovation, Universities and Skills, formedBy, Gordon Brown government]

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

Target entity: Gordon Brown government
Context triple: [Department for Innovation, Universities and Skills, formedBy, Gordon Brown government]

A. Third Blair ministry
The Third Blair ministry was the Labour government led by Prime Minister Tony Blair from 2005 to 2007, marked by continued public service reforms and growing controversy over the Iraq War and Blair’s leadership.
B. Margaret Thatcher government
The Margaret Thatcher government was the Conservative administration that led the United Kingdom from 1979 to 1990, marked by free-market economic reforms, privatization, and a strong stance against trade unions.
C. Second Blair ministry
The Second Blair ministry was the Labour government led by UK Prime Minister Tony Blair from 2001 to 2005, marked by public service reforms and the controversial decision to join the Iraq War.
D. New Labour
New Labour was the rebranded, centrist-modernising wing of the UK Labour Party in the 1990s and 2000s, associated with Tony Blair’s leadership and a shift toward pro-market, socially liberal policies.
E. Gordon Brown
Gordon Brown is a British politician who served as Prime Minister of the United Kingdom from 2007 to 2010 and was previously a long-serving Chancellor of the Exchequer.
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: Gordon Brown government
Triple: [Department for Innovation, Universities and Skills, formedBy, Gordon Brown government]

Generated description

The Gordon Brown government was the UK Labour administration led by Prime Minister Gordon Brown from 2007 to 2010, noted for its handling of the global financial crisis and various domestic reforms.

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

Target entity: Gordon Brown government
Target entity description: The Gordon Brown government was the UK Labour administration led by Prime Minister Gordon Brown from 2007 to 2010, noted for its handling of the global financial crisis and various domestic reforms.

A. Third Blair ministry
The Third Blair ministry was the Labour government led by Prime Minister Tony Blair from 2005 to 2007, marked by continued public service reforms and growing controversy over the Iraq War and Blair’s leadership.
B. Margaret Thatcher government
The Margaret Thatcher government was the Conservative administration that led the United Kingdom from 1979 to 1990, marked by free-market economic reforms, privatization, and a strong stance against trade unions.
C. Second Blair ministry
The Second Blair ministry was the Labour government led by UK Prime Minister Tony Blair from 2001 to 2005, marked by public service reforms and the controversial decision to join the Iraq War.
D. New Labour
New Labour was the rebranded, centrist-modernising wing of the UK Labour Party in the 1990s and 2000s, associated with Tony Blair’s leadership and a shift toward pro-market, socially liberal policies.
E. Gordon Brown
Gordon Brown is a British politician who served as Prime Minister of the United Kingdom from 2007 to 2010 and was previously a long-serving Chancellor of the Exchequer.
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_69bd464be27081908807b40b75c1bbae`	completed	March 20, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69bd85ea5e748190a9943de794e5c1ec`	completed	March 20, 2026, 5:37 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf21c95ed0819084a9cdcaf5148988`	completed	March 21, 2026, 10:55 p.m.
NEDg	Description generation	`batch_69bf2236219c8190bd5c439ea13ea83a`	completed	March 21, 2026, 10:56 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf229a0ad88190b7edc02a98f5fe31`	completed	March 21, 2026, 10:58 p.m.

Created at: March 20, 2026, 2:01 p.m.