Triple

T8637594
Position Surface form Disambiguated ID Type / Status
Subject Bishop Auckland E204560 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Bishop Auckland College
Bishop Auckland College is a further education institution in Bishop Auckland, England, offering vocational courses, apprenticeships, and adult learning programs to the local community.
 E747170 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: Bishop Auckland College | Statement: [Bishop Auckland, hasEducationalInstitution, Bishop Auckland College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bishop Auckland College
Context triple: [Bishop Auckland, hasEducationalInstitution, Bishop Auckland College]
  • A. Knowsley Community College
    Knowsley Community College is a further education institution serving students in and around Huyton in the Metropolitan Borough of Knowsley, Merseyside, England.
  • B. Gateshead College
    Gateshead College is a further education institution in Gateshead, England, offering vocational courses, apprenticeships, and higher education programs to post-16 learners.
  • C. Nelson and Colne College
    Nelson and Colne College is a further education institution in Lancashire, England, offering a range of academic and vocational courses to post-16 students and adult learners.
  • D. Worksop College
    Worksop College is an independent co-educational boarding and day school in Nottinghamshire, England, known for its strong academic and sporting traditions.
  • E. Cartmel College
    Cartmel College is one of the constituent colleges of Lancaster University, known for its modern accommodation and strong sense of student community.
  • 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: Bishop Auckland College
Triple: [Bishop Auckland, hasEducationalInstitution, Bishop Auckland College]
Generated description
Bishop Auckland College is a further education institution in Bishop Auckland, England, offering vocational courses, apprenticeships, and adult learning programs to the local community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bishop Auckland College
Target entity description: Bishop Auckland College is a further education institution in Bishop Auckland, England, offering vocational courses, apprenticeships, and adult learning programs to the local community.
  • A. Knowsley Community College
    Knowsley Community College is a further education institution serving students in and around Huyton in the Metropolitan Borough of Knowsley, Merseyside, England.
  • B. Gateshead College
    Gateshead College is a further education institution in Gateshead, England, offering vocational courses, apprenticeships, and higher education programs to post-16 learners.
  • C. Nelson and Colne College
    Nelson and Colne College is a further education institution in Lancashire, England, offering a range of academic and vocational courses to post-16 students and adult learners.
  • D. Worksop College
    Worksop College is an independent co-educational boarding and day school in Nottinghamshire, England, known for its strong academic and sporting traditions.
  • E. Cartmel College
    Cartmel College is one of the constituent colleges of Lancaster University, known for its modern accommodation and strong sense of student community.
  • 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_69ca834b903c8190add96cc651e1a477 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc476255508190b3e5855232b399a0 completed March 31, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebc2c2b84819087a9f23b47c607e8 completed April 2, 2026, 6:57 p.m.
NEDg Description generation batch_69cebd4633f08190971d5d67e5a7496a completed April 2, 2026, 7:02 p.m.
NED2 Entity disambiguation (via description) batch_69cebe12fa94819099e37ed9e5cd83b7 completed April 2, 2026, 7:05 p.m.
Created at: March 30, 2026, 6:28 p.m.