Triple

T19009731
Position Surface form Disambiguated ID Type / Status
Subject Stephen Byers E465187 entity
Predicate isPartOf P10 FINISHED
Object Blair ministry
The Blair ministry was the series of Labour governments led by UK Prime Minister Tony Blair from 1997 to 2007, noted for policies such as constitutional reform, public service investment, and involvement in the Iraq War.
 E1353237 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: Blair ministry | Statement: [Stephen Byers, isPartOf, Blair ministry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blair ministry
Context triple: [Stephen Byers, isPartOf, Blair ministry]
  • 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. First Blair ministry
    The First Blair ministry was the Labour government led by Prime Minister Tony Blair from 1997 to 2001, noted for its landslide election victory, constitutional reforms, and the introduction of policies such as the minimum wage and devolution.
  • 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. 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.
  • E. Harold Macmillan ministry
    The Harold Macmillan ministry was the Conservative government of the United Kingdom led by Prime Minister Harold Macmillan from 1957 to 1963, overseeing a period of post-war prosperity and decolonisation.
  • 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: Blair ministry
Triple: [Stephen Byers, isPartOf, Blair ministry]
Generated description
The Blair ministry was the series of Labour governments led by UK Prime Minister Tony Blair from 1997 to 2007, noted for policies such as constitutional reform, public service investment, and involvement in the Iraq War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blair ministry
Target entity description: The Blair ministry was the series of Labour governments led by UK Prime Minister Tony Blair from 1997 to 2007, noted for policies such as constitutional reform, public service investment, and involvement in the Iraq War.
  • 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. First Blair ministry
    The First Blair ministry was the Labour government led by Prime Minister Tony Blair from 1997 to 2001, noted for its landslide election victory, constitutional reforms, and the introduction of policies such as the minimum wage and devolution.
  • 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. 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.
  • E. Harold Macmillan ministry
    The Harold Macmillan ministry was the Conservative government of the United Kingdom led by Prime Minister Harold Macmillan from 1957 to 1963, overseeing a period of post-war prosperity and decolonisation.
  • 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_69d8dd025c188190a1d81f5b4ec7e2c6 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d6a72aa88190a04f13cd14ee77d4 completed April 20, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05b465ee5481908b7f698a4ee01c75 completed May 14, 2026, 11:39 a.m.
NEDg Description generation batch_6a05b4ff2a508190b1e53185ed95e7e9 completed May 14, 2026, 11:41 a.m.
NED2 Entity disambiguation (via description) batch_6a05b5689068819087a326219b3ad9e0 completed May 14, 2026, 11:43 a.m.
Created at: April 10, 2026, 12:02 p.m.