Triple

T8912010
Position Surface form Disambiguated ID Type / Status
Subject George Sassoon E212204 entity
Predicate spouse P13 FINISHED
Object Margaret Macdonald
Margaret Macdonald was a British politician and social reformer, known for her work in the Labour movement and as the wife of future Prime Minister Ramsay MacDonald.
E301573 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 Macdonald | Statement: [George Sassoon, spouse, Margaret Macdonald]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Macdonald
Context triple: [George Sassoon, spouse, Margaret Macdonald]
  • A. Margaret MacDonald
    Margaret MacDonald was a British socialist activist and feminist, known for her work in social reform and as the wife of future Prime Minister Ramsay MacDonald.
  • B. Margaret Drummond
    Margaret Drummond was a 14th-century Scottish noblewoman best known as the queen consort of King David II of Scotland.
  • C. Margaret MacLachlan
    Margaret MacLachlan was a Scottish Covenanter martyr executed in the 17th century for her Presbyterian faith during the period of persecution known as the Killing Times.
  • D. Margaret McGregor
    Margaret McGregor was the wife of American frontiersman and military officer Robert Rogers, associated with the colonial era in North America.
  • E. Frances Macdonald
    Frances Macdonald was a prominent Scottish artist and designer of the late 19th and early 20th centuries, known for her role in the Glasgow School and her distinctive contribution to the development of Art Nouveau.
  • 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 Macdonald
Triple: [George Sassoon, spouse, Margaret Macdonald]
Generated description
Margaret Macdonald was a British politician and social reformer, known for her work in the Labour movement and as the wife of future Prime Minister Ramsay MacDonald.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Macdonald
Target entity description: Margaret Macdonald was a British politician and social reformer, known for her work in the Labour movement and as the wife of future Prime Minister Ramsay MacDonald.
  • A. Margaret MacDonald chosen
    Margaret MacDonald was a British socialist activist and feminist, known for her work in social reform and as the wife of future Prime Minister Ramsay MacDonald.
  • B. Margaret Drummond
    Margaret Drummond was a 14th-century Scottish noblewoman best known as the queen consort of King David II of Scotland.
  • C. Margaret MacLachlan
    Margaret MacLachlan was a Scottish Covenanter martyr executed in the 17th century for her Presbyterian faith during the period of persecution known as the Killing Times.
  • D. Margaret McGregor
    Margaret McGregor was the wife of American frontiersman and military officer Robert Rogers, associated with the colonial era in North America.
  • E. Frances Macdonald
    Frances Macdonald was a prominent Scottish artist and designer of the late 19th and early 20th centuries, known for her role in the Glasgow School and her distinctive contribution to the development of Art Nouveau.
  • 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_69ca8393b1808190bd4336787ffa2c40 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6525d1408190a76522d7c4ac37da completed April 1, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffd8495488190a1d93f9e5b7e334d completed April 3, 2026, 5:48 p.m.
NEDg Description generation batch_69d000d2c5688190b014ce33c04ff875 completed April 3, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_69d001a1056c819083793547dbd4b1ee completed April 3, 2026, 6:06 p.m.
Created at: March 30, 2026, 6:55 p.m.