Triple

T1300718
Position Surface form Disambiguated ID Type / Status
Subject David Lloyd George E27756 entity
Predicate spouse P13 FINISHED
Object Margaret Lloyd George
Margaret Lloyd George was the wife of British Prime Minister David Lloyd George and a prominent political hostess and local public figure in early 20th-century Wales.
E158066 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 Lloyd George | Statement: [David Lloyd George, spouse, Margaret Lloyd George]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Lloyd George
Context triple: [David Lloyd George, spouse, Margaret Lloyd George]
  • A. Margaret Guilfoyle
    Margaret Guilfoyle was an Australian politician who served as a pioneering female cabinet minister and influential member of the Liberal Party in the late 20th century.
  • B. Mary Soames
    Mary Soames was a British author and public figure best known as the youngest daughter and biographer of Winston and Clementine Churchill.
  • C. Margaret Rose
    Margaret Rose, better known as Princess Margaret, was the younger sister of Queen Elizabeth II and a prominent British royal noted for her glamorous yet often controversial life.
  • D. Margaret Robertson
    Margaret Robertson was the wife of Scottish physicist and radar pioneer Sir Robert Watson-Watt.
  • E. Georgiana Byng
    Georgiana Byng was a British aristocrat and the mother of John Russell, 1st Earl Russell, who served twice as Prime Minister of the United Kingdom.
  • 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 Lloyd George
Triple: [David Lloyd George, spouse, Margaret Lloyd George]
Generated description
Margaret Lloyd George was the wife of British Prime Minister David Lloyd George and a prominent political hostess and local public figure in early 20th-century Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Lloyd George
Target entity description: Margaret Lloyd George was the wife of British Prime Minister David Lloyd George and a prominent political hostess and local public figure in early 20th-century Wales.
  • A. Margaret Guilfoyle
    Margaret Guilfoyle was an Australian politician who served as a pioneering female cabinet minister and influential member of the Liberal Party in the late 20th century.
  • B. Mary Soames
    Mary Soames was a British author and public figure best known as the youngest daughter and biographer of Winston and Clementine Churchill.
  • C. Margaret Rose
    Margaret Rose, better known as Princess Margaret, was the younger sister of Queen Elizabeth II and a prominent British royal noted for her glamorous yet often controversial life.
  • D. Margaret Robertson
    Margaret Robertson was the wife of Scottish physicist and radar pioneer Sir Robert Watson-Watt.
  • E. Georgiana Byng
    Georgiana Byng was a British aristocrat and the mother of John Russell, 1st Earl Russell, who served twice as Prime Minister of the United Kingdom.
  • 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_69a496d6682881909ba658f1c1e0e2b0 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c1145c2481908adf22dfd6ce349b completed March 1, 2026, 10:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd4729af08190a6de5388dab69fee completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd4efb73881908dda4973befc6aa5 completed March 8, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_69acd56ef0b081909df2efee97a4197c completed March 8, 2026, 1:48 a.m.
Created at: March 1, 2026, 7:51 p.m.