Triple
T1300719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Lloyd George |
E27756
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Frances Stevenson
Frances Stevenson was a British teacher and political secretary best known as the long-time mistress and later wife of Prime Minister David Lloyd George.
|
E158067
|
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: Frances Stevenson | Statement: [David Lloyd George, spouse, Frances Stevenson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frances Stevenson Context triple: [David Lloyd George, spouse, Frances Stevenson]
-
A.
Frances Nisbet
Frances Nisbet was the wife of British naval hero Admiral Horatio Nelson, known for their troubled marriage that ended in separation as Nelson’s fame and relationship with Emma Hamilton grew.
-
B.
Flora Hewlett
Flora Hewlett was a philanthropist whose legacy is honored through the naming of the William and Flora Hewlett Foundation, a major charitable organization.
-
C.
Anne Blunt
Anne Blunt was a British aristocrat, traveler, and co-founder of the Crabbet Arabian Stud, renowned for her role in preserving and promoting Arabian horses in the West.
-
D.
Marianne Stanley
Marianne Stanley is an American basketball coach and former player best known for her long career in women’s college and professional basketball, including a stint as a WNBA head coach.
-
E.
Muriel Whiting
Muriel Whiting was the wife of British Royal Air Force commander Hugh Dowding, 1st Baron Dowding, noted for his leadership during the Battle of Britain.
- 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: Frances Stevenson Triple: [David Lloyd George, spouse, Frances Stevenson]
Generated description
Frances Stevenson was a British teacher and political secretary best known as the long-time mistress and later wife of Prime Minister David Lloyd George.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frances Stevenson Target entity description: Frances Stevenson was a British teacher and political secretary best known as the long-time mistress and later wife of Prime Minister David Lloyd George.
-
A.
Frances Nisbet
Frances Nisbet was the wife of British naval hero Admiral Horatio Nelson, known for their troubled marriage that ended in separation as Nelson’s fame and relationship with Emma Hamilton grew.
-
B.
Flora Hewlett
Flora Hewlett was a philanthropist whose legacy is honored through the naming of the William and Flora Hewlett Foundation, a major charitable organization.
-
C.
Anne Blunt
Anne Blunt was a British aristocrat, traveler, and co-founder of the Crabbet Arabian Stud, renowned for her role in preserving and promoting Arabian horses in the West.
-
D.
Marianne Stanley
Marianne Stanley is an American basketball coach and former player best known for her long career in women’s college and professional basketball, including a stint as a WNBA head coach.
-
E.
Muriel Whiting
Muriel Whiting was the wife of British Royal Air Force commander Hugh Dowding, 1st Baron Dowding, noted for his leadership during the Battle of Britain.
- 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.