Triple

T15946986
Position Surface form Disambiguated ID Type / Status
Subject Banchory E386709 entity
Predicate hasSecondarySchool P3445 FINISHED
Object Banchory Academy
Banchory Academy is a secondary school serving the town of Banchory and surrounding areas in Aberdeenshire, Scotland.
E1186083 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: Banchory Academy | Statement: [Banchory, hasSecondarySchool, Banchory Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Banchory Academy
Context triple: [Banchory, hasSecondarySchool, Banchory Academy]
  • A. Mearns Academy
    Mearns Academy is a secondary school serving the town of Laurencekirk and the surrounding area in Aberdeenshire, Scotland.
  • B. Bellshill Academy
    Bellshill Academy is a secondary school located in the town of Bellshill in North Lanarkshire, Scotland.
  • C. Ellon Academy
    Ellon Academy is a secondary school in Ellon, Aberdeenshire, Scotland, known for educating students from the surrounding area, including renowned percussionist Evelyn Glennie.
  • D. Larchfield Academy
    Larchfield Academy was a Scottish educational institution known for being one of the schools attended by television pioneer John Logie Baird.
  • E. Balerno High School
    Balerno High School is a secondary school serving the suburban community of Balerno on the outskirts of Edinburgh, Scotland.
  • 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: Banchory Academy
Triple: [Banchory, hasSecondarySchool, Banchory Academy]
Generated description
Banchory Academy is a secondary school serving the town of Banchory and surrounding areas in Aberdeenshire, Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Banchory Academy
Target entity description: Banchory Academy is a secondary school serving the town of Banchory and surrounding areas in Aberdeenshire, Scotland.
  • A. Mearns Academy
    Mearns Academy is a secondary school serving the town of Laurencekirk and the surrounding area in Aberdeenshire, Scotland.
  • B. Bellshill Academy
    Bellshill Academy is a secondary school located in the town of Bellshill in North Lanarkshire, Scotland.
  • C. Ellon Academy
    Ellon Academy is a secondary school in Ellon, Aberdeenshire, Scotland, known for educating students from the surrounding area, including renowned percussionist Evelyn Glennie.
  • D. Larchfield Academy
    Larchfield Academy was a Scottish educational institution known for being one of the schools attended by television pioneer John Logie Baird.
  • E. Balerno High School
    Balerno High School is a secondary school serving the suburban community of Balerno on the outskirts of Edinburgh, Scotland.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d1a4c08190afc325491ba38870 completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe76df6481909f8246099faa377a completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf61b2ec81909c0f32613bb91a82 completed May 9, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfddd0348190baab794f613c71bf completed May 9, 2026, 11:14 p.m.
Created at: April 10, 2026, 4:53 a.m.