Triple

T3330034
Position Surface form Disambiguated ID Type / Status
Subject Robert Stephenson E70010 entity
Predicate educatedAt P5 FINISHED
Object Bruce’s Academy, Newcastle upon Tyne
Bruce’s Academy in Newcastle upon Tyne was a noted early 19th-century educational institution known for training future engineers and professionals, including pioneering railway engineer Robert Stephenson.
 E347884 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: Bruce’s Academy, Newcastle upon Tyne | Statement: [Robert Stephenson, educatedAt, Bruce’s Academy, Newcastle upon Tyne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bruce’s Academy, Newcastle upon Tyne
Context triple: [Robert Stephenson, educatedAt, Bruce’s Academy, Newcastle upon Tyne]
  • A. Quarry Bank High School
    Quarry Bank High School was a grammar school in Liverpool, England, best known for being attended by future Beatle John Lennon.
  • B. Birkenhead Institute
    Birkenhead Institute was a former secondary school in Birkenhead, England, best known for educating the renowned First World War poet Wilfred Owen.
  • C. Liverpool Institute High School for Boys
    Liverpool Institute High School for Boys was a prestigious grammar school in Liverpool, England, noted for educating future Beatles member Paul McCartney.
  • D. Swinton Academy
    Swinton Academy is a secondary school serving the community of Swinton in South Yorkshire, England.
  • E. Furness College
    Furness College is one of the constituent colleges of Lancaster University, providing accommodation, social facilities, and a community hub for its students.
  • 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: Bruce’s Academy, Newcastle upon Tyne
Triple: [Robert Stephenson, educatedAt, Bruce’s Academy, Newcastle upon Tyne]
Generated description
Bruce’s Academy in Newcastle upon Tyne was a noted early 19th-century educational institution known for training future engineers and professionals, including pioneering railway engineer Robert Stephenson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bruce’s Academy, Newcastle upon Tyne
Target entity description: Bruce’s Academy in Newcastle upon Tyne was a noted early 19th-century educational institution known for training future engineers and professionals, including pioneering railway engineer Robert Stephenson.
  • A. Quarry Bank High School
    Quarry Bank High School was a grammar school in Liverpool, England, best known for being attended by future Beatle John Lennon.
  • B. Birkenhead Institute
    Birkenhead Institute was a former secondary school in Birkenhead, England, best known for educating the renowned First World War poet Wilfred Owen.
  • C. Liverpool Institute High School for Boys
    Liverpool Institute High School for Boys was a prestigious grammar school in Liverpool, England, noted for educating future Beatles member Paul McCartney.
  • D. Swinton Academy
    Swinton Academy is a secondary school serving the community of Swinton in South Yorkshire, England.
  • E. Furness College
    Furness College is one of the constituent colleges of Lancaster University, providing accommodation, social facilities, and a community hub for its students.
  • 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_69ad85a24f208190bcf83131bfed3521 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb171ee0881908642504ab0ac8329 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a810e2c8190bfc206bdeb1ac5b8 completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31c37f3a08190823c32e8f933ce82 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31caa4e188190b4dfd613fdaebdb6 completed March 12, 2026, 8:06 p.m.
Created at: March 8, 2026, 3:12 p.m.