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.