Triple

T965707
Position Surface form Disambiguated ID Type / Status
Subject Margaret Thatcher government E20832 entity
Predicate precededBy P97 FINISHED
Object James Callaghan government
The James Callaghan government was the UK Labour administration in power from 1976 to 1979, marked by economic turmoil, industrial unrest, and the lead-up to Margaret Thatcher’s Conservative era.
E6695 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: James Callaghan government | Statement: [Margaret Thatcher government, precededBy, James Callaghan government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Callaghan government
Context triple: [Margaret Thatcher government, precededBy, James Callaghan government]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. James Callaghan
    James Callaghan was a British Labour politician who served as Prime Minister of the United Kingdom from 1976 to 1979 and held all four of the UK's major offices of state during his career.
  • E. 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.
  • 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: James Callaghan government
Triple: [Margaret Thatcher government, precededBy, James Callaghan government]
Generated description
The James Callaghan government was the UK Labour administration in power from 1976 to 1979, marked by economic turmoil, industrial unrest, and the lead-up to Margaret Thatcher’s Conservative era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Callaghan government
Target entity description: The James Callaghan government was the UK Labour administration in power from 1976 to 1979, marked by economic turmoil, industrial unrest, and the lead-up to Margaret Thatcher’s Conservative era.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. James Callaghan chosen
    James Callaghan was a British Labour politician who served as Prime Minister of the United Kingdom from 1976 to 1979 and held all four of the UK's major offices of state during his career.
  • E. 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.
  • F. None of above.

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_69a493b33d2c81909c52c369d3ca8436 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b431d61481908b53490e99670363 completed March 1, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac11a82bfc81908a30b19d4ecc25f1 completed March 7, 2026, 11:53 a.m.
NEDg Description generation batch_69ac12e7384881908211de8a4092b3c0 completed March 7, 2026, 11:58 a.m.
NED2 Entity disambiguation (via description) batch_69ac135f4b9c8190b45955bc9ef65608 completed March 7, 2026, noon
Created at: March 1, 2026, 7:40 p.m.