Triple

T4572838
Position Surface form Disambiguated ID Type / Status
Subject Doncaster E123073 entity
Predicate educationInstitution P2858 FINISHED
Object Doncaster College
Doncaster College is a further and higher education institution in Doncaster, South Yorkshire, offering a wide range of vocational, academic, and professional courses.
 E454078 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: Doncaster College | Statement: [Doncaster, educationInstitution, Doncaster College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doncaster College
Context triple: [Doncaster, educationInstitution, Doncaster College]
  • A. Dudley College of Technology
    Dudley College of Technology is a further and higher education college in Dudley, England, offering vocational, technical, and professional courses to students and adult learners.
  • B. Kirklees College
    Kirklees College is a large further education institution in West Yorkshire, England, offering vocational courses, apprenticeships, and higher education across multiple campuses.
  • C. Lancing College
    Lancing College is a prestigious independent boarding and day school in West Sussex, England, known for its Gothic chapel and notable alumni including writer Evelyn Waugh.
  • D. Buxton & Leek College
    Buxton & Leek College is a further education institution in Derbyshire and Staffordshire, England, offering vocational courses, apprenticeships, and adult learning across multiple campuses.
  • E. Weston College
    Weston College is a further and higher education institution in Weston-super-Mare, England, offering a wide range of academic, vocational, and professional courses.
  • 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: Doncaster College
Triple: [Doncaster, educationInstitution, Doncaster College]
Generated description
Doncaster College is a further and higher education institution in Doncaster, South Yorkshire, offering a wide range of vocational, academic, and professional courses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doncaster College
Target entity description: Doncaster College is a further and higher education institution in Doncaster, South Yorkshire, offering a wide range of vocational, academic, and professional courses.
  • A. Dudley College of Technology
    Dudley College of Technology is a further and higher education college in Dudley, England, offering vocational, technical, and professional courses to students and adult learners.
  • B. Kirklees College
    Kirklees College is a large further education institution in West Yorkshire, England, offering vocational courses, apprenticeships, and higher education across multiple campuses.
  • C. Lancing College
    Lancing College is a prestigious independent boarding and day school in West Sussex, England, known for its Gothic chapel and notable alumni including writer Evelyn Waugh.
  • D. Buxton & Leek College
    Buxton & Leek College is a further education institution in Derbyshire and Staffordshire, England, offering vocational courses, apprenticeships, and adult learning across multiple campuses.
  • E. Weston College
    Weston College is a further and higher education institution in Weston-super-Mare, England, offering a wide range of academic, vocational, and professional courses.
  • 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_69bd46466c7081909d07f36be2d08804 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd58c711408190a2b096daf57e6eac completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3d709308190aeb6a71a9dabdd3c completed March 20, 2026, 11:10 p.m.
NEDg Description generation batch_69bdd49a9b2081909843c6c53ee1cbdc completed March 20, 2026, 11:13 p.m.
NED2 Entity disambiguation (via description) batch_69bdd513d36c81909958dabb1acbe094 completed March 20, 2026, 11:15 p.m.
Created at: March 20, 2026, 1:10 p.m.