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.