Triple
T8140665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arthur Middleton |
E190086
|
entity |
| Predicate | hasChild |
P369
|
FINISHED |
| Object |
Emma Middleton
Emma Middleton is a member of the Middleton family, known primarily as the daughter of American politician and businessman Arthur Middleton.
|
E712244
|
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: Emma Middleton | Statement: [Arthur Middleton, hasChild, Emma Middleton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emma Middleton Context triple: [Arthur Middleton, hasChild, Emma Middleton]
-
A.
Pippa Middleton
Pippa Middleton is a British socialite, author, and columnist best known for her prominent role at the wedding of her sister, Catherine, Princess of Wales.
-
B.
Alice Middleton
Alice Middleton was the second wife of English statesman and martyr Sir Thomas More, known for managing his household and caring for his children after their mother's death.
-
C.
Margaret Yvonne Middleton
Margaret Yvonne Middleton, better known by her stage name Yvonne De Carlo, was a Canadian-American actress and singer famed for her roles in classic Hollywood films and as Lily Munster on the television series "The Munsters."
-
D.
Carole Middleton
Carole Middleton is a British businesswoman and the mother of Catherine, Princess of Wales, known for founding the party supplies company Party Pieces.
-
E.
Duchess of Cambridge
The Duchess of Cambridge is a British royal title most prominently associated with Catherine, the wife of Prince William and a senior member of the United Kingdom’s royal family.
- 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: Emma Middleton Triple: [Arthur Middleton, hasChild, Emma Middleton]
Generated description
Emma Middleton is a member of the Middleton family, known primarily as the daughter of American politician and businessman Arthur Middleton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emma Middleton Target entity description: Emma Middleton is a member of the Middleton family, known primarily as the daughter of American politician and businessman Arthur Middleton.
-
A.
Pippa Middleton
Pippa Middleton is a British socialite, author, and columnist best known for her prominent role at the wedding of her sister, Catherine, Princess of Wales.
-
B.
Alice Middleton
Alice Middleton was the second wife of English statesman and martyr Sir Thomas More, known for managing his household and caring for his children after their mother's death.
-
C.
Margaret Yvonne Middleton
Margaret Yvonne Middleton, better known by her stage name Yvonne De Carlo, was a Canadian-American actress and singer famed for her roles in classic Hollywood films and as Lily Munster on the television series "The Munsters."
-
D.
Carole Middleton
Carole Middleton is a British businesswoman and the mother of Catherine, Princess of Wales, known for founding the party supplies company Party Pieces.
-
E.
Duchess of Cambridge
The Duchess of Cambridge is a British royal title most prominently associated with Catherine, the wife of Prince William and a senior member of the United Kingdom’s royal family.
- 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_69ca82bd9900819099477cdc2eb4244f |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4404e5308190a323485701f09d86 |
completed | March 31, 2026, 3:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc94a3fb348190ab8895a7344f964e |
completed | April 1, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_69cc95c228c08190a603c1dff44ff299 |
completed | April 1, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc96b02d38819085eb51c1943b3045 |
completed | April 1, 2026, 3:53 a.m. |
Created at: March 30, 2026, 5:36 p.m.