Triple

T1024704
Position Surface form Disambiguated ID Type / Status
Subject Stanley Baldwin E22112 entity
Predicate mother P120 FINISHED
Object Louisa MacDonald
Louisa MacDonald was a British woman best known as the mother of Stanley Baldwin, who served three times as Prime Minister of the United Kingdom.
E174658 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: Louisa MacDonald | Statement: [Stanley Baldwin, mother, Louisa MacDonald]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisa MacDonald
Context triple: [Stanley Baldwin, mother, Louisa MacDonald]
  • A. Mary Anne MacLeod
    Mary Anne MacLeod was a Scottish-born immigrant to the United States best known as the mother of Donald J. Trump, the 45th president of the United States.
  • B. Louisa Matilda Jacobs
    Louisa Matilda Jacobs was the daughter of formerly enslaved author and abolitionist Harriet Jacobs, known for assisting her mother’s activism and later working as a teacher and writer.
  • C. Elizabeth Mure
    Elizabeth Mure was a 14th-century Scottish noblewoman best known as the first wife of King Robert II of Scotland and the mother of several children who founded key branches of the Stewart dynasty.
  • D. 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.
  • E. Catherine Macmillan
    Catherine Macmillan was the daughter of former British Prime Minister Harold Macmillan and the wife of Conservative politician Julian Amery, placing her at the center of mid-20th-century British political life.
  • 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: Louisa MacDonald
Triple: [Stanley Baldwin, mother, Louisa MacDonald]
Generated description
Louisa MacDonald was a British woman best known as the mother of Stanley Baldwin, who served three times as Prime Minister of the United Kingdom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisa MacDonald
Target entity description: Louisa MacDonald was a British woman best known as the mother of Stanley Baldwin, who served three times as Prime Minister of the United Kingdom.
  • A. Mary Anne MacLeod
    Mary Anne MacLeod was a Scottish-born immigrant to the United States best known as the mother of Donald J. Trump, the 45th president of the United States.
  • B. Louisa Matilda Jacobs
    Louisa Matilda Jacobs was the daughter of formerly enslaved author and abolitionist Harriet Jacobs, known for assisting her mother’s activism and later working as a teacher and writer.
  • C. Elizabeth Mure
    Elizabeth Mure was a 14th-century Scottish noblewoman best known as the first wife of King Robert II of Scotland and the mother of several children who founded key branches of the Stewart dynasty.
  • D. 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.
  • E. Catherine Macmillan
    Catherine Macmillan was the daughter of former British Prime Minister Harold Macmillan and the wife of Conservative politician Julian Amery, placing her at the center of mid-20th-century British political life.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7e28df08190b5be7794442a6f21 completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad293450488190ac8a795524ca0c2c completed March 8, 2026, 7:45 a.m.
NEDg Description generation batch_69ad29b9ffa88190a047b213cbfd4c84 completed March 8, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a2d6b7c819083042c3a36fb55e4 completed March 8, 2026, 7:50 a.m.
Created at: March 1, 2026, 7:41 p.m.