Triple

T431639
Position Surface form Disambiguated ID Type / Status
Subject Barron Trump E9725 entity
Predicate education P5 FINISHED
Object Oxbridge Academy
Oxbridge Academy is a private, college-preparatory school in West Palm Beach, Florida, known for serving affluent and high-profile families.
 E55977 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: Oxbridge Academy | Statement: [Barron Trump, education, Oxbridge Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oxbridge Academy
Context triple: [Barron Trump, education, Oxbridge Academy]
  • A. Wellington College
    Wellington College is a prestigious English public boarding school in Berkshire, known for its strong academic tradition and historic military associations.
  • B. Harrow School
    Harrow School is a prestigious independent boarding school for boys in London, England, renowned for educating numerous prominent figures in British political and cultural life.
  • C. Eton College
    Eton College is a prestigious independent boarding school for boys in England, renowned for educating numerous British prime ministers and other prominent figures.
  • D. Westminster School
    Westminster School is a historic and prestigious independent school in central London, renowned for educating many prominent British political and cultural figures.
  • E. Shrewsbury College
    Shrewsbury College is a further education institution in Shrewsbury offering a range of vocational, technical, and academic courses for post-16 learners and adults.
  • 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: Oxbridge Academy
Triple: [Barron Trump, education, Oxbridge Academy]
Generated description
Oxbridge Academy is a private, college-preparatory school in West Palm Beach, Florida, known for serving affluent and high-profile families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oxbridge Academy
Target entity description: Oxbridge Academy is a private, college-preparatory school in West Palm Beach, Florida, known for serving affluent and high-profile families.
  • A. Wellington College
    Wellington College is a prestigious English public boarding school in Berkshire, known for its strong academic tradition and historic military associations.
  • B. Harrow School
    Harrow School is a prestigious independent boarding school for boys in London, England, renowned for educating numerous prominent figures in British political and cultural life.
  • C. Eton College
    Eton College is a prestigious independent boarding school for boys in England, renowned for educating numerous British prime ministers and other prominent figures.
  • D. Westminster School
    Westminster School is a historic and prestigious independent school in central London, renowned for educating many prominent British political and cultural figures.
  • E. Shrewsbury College
    Shrewsbury College is a further education institution in Shrewsbury offering a range of vocational, technical, and academic courses for post-16 learners and adults.
  • 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eef07e748190b05392778f3de980 completed Feb. 28, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a442a01ebc8190bc4810df7c358932 completed March 1, 2026, 1:44 p.m.
NEDg Description generation batch_69a4430b95048190bde4ff5118bda91f completed March 1, 2026, 1:45 p.m.
NED2 Entity disambiguation (via description) batch_69a4433c43388190a634c2a630bde2e6 completed March 1, 2026, 1:46 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.