Triple

T149066
Position Surface form Disambiguated ID Type / Status
Subject Thatcherism E3391 entity
Predicate implementedBy P172 FINISHED
Object 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.
E20832 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: Margaret Thatcher government | Statement: [Thatcherism, implementedBy, Margaret Thatcher government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Thatcher government
Context triple: [Thatcherism, implementedBy, Margaret Thatcher government]
  • A. Thatcherism
    Thatcherism is a political ideology associated with the leadership of Margaret Thatcher, emphasizing free-market economics, deregulation, privatization of state-owned industries, and a reduced role for the state in the economy.
  • B. Chamberlain government
    The Chamberlain government was the British administration led by Prime Minister Neville Chamberlain in the late 1930s and early World War II, noted especially for its policy of appeasement toward Nazi Germany.
  • C. Churchill government
    The Churchill government was the British wartime administration led by Prime Minister Winston Churchill during World War II, overseeing the country's military strategy, diplomacy, and home front mobilization.
  • D. Attlee government
    The Attlee government was the post-World War II British Labour administration (1945–1951) that established the modern welfare state, including the National Health Service, and pursued widespread nationalization and social reforms.
  • E. Margaret Thatcher
    Margaret Thatcher was the United Kingdom’s first female prime minister, known for her conservative economic policies, strong anti-communist stance, and transformative but divisive leadership during the 1980s.
  • 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: Margaret Thatcher government
Triple: [Thatcherism, implementedBy, Margaret Thatcher government]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Thatcher government
Target entity description: 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.
  • A. Thatcherism
    Thatcherism is a political ideology associated with the leadership of Margaret Thatcher, emphasizing free-market economics, deregulation, privatization of state-owned industries, and a reduced role for the state in the economy.
  • B. Chamberlain government
    The Chamberlain government was the British administration led by Prime Minister Neville Chamberlain in the late 1930s and early World War II, noted especially for its policy of appeasement toward Nazi Germany.
  • C. Churchill government
    The Churchill government was the British wartime administration led by Prime Minister Winston Churchill during World War II, overseeing the country's military strategy, diplomacy, and home front mobilization.
  • D. Attlee government
    The Attlee government was the post-World War II British Labour administration (1945–1951) that established the modern welfare state, including the National Health Service, and pursued widespread nationalization and social reforms.
  • E. Margaret Thatcher
    Margaret Thatcher was the United Kingdom’s first female prime minister, known for her conservative economic policies, strong anti-communist stance, and transformative but divisive leadership during the 1980s.
  • 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_69a252868de4819080e21c9938bfe8b6 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a2580ca15481909fa3e87d804a1b23 completed Feb. 28, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2e0f4eef081908a20426715283e68 completed Feb. 28, 2026, 12:35 p.m.
NEDg Description generation batch_69a2e1981a688190b6bf58eadf82ddd3 completed Feb. 28, 2026, 12:37 p.m.
NED2 Entity disambiguation (via description) batch_69a2e211746c8190807cacec282883f5 completed Feb. 28, 2026, 12:39 p.m.
Created at: Feb. 28, 2026, 2:31 a.m.