Triple

T6941747
Position Surface form Disambiguated ID Type / Status
Subject Inverbervie E160691 entity
Predicate hasSecondarySchoolCatchment P4498 FINISHED
Object Mackie Academy, Stonehaven
Mackie Academy in Stonehaven is a secondary school in Aberdeenshire, Scotland, serving pupils from Stonehaven and surrounding communities such as Inverbervie.
E629567 NE FINISHED

How this triple was built (5 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: Mackie Academy, Stonehaven | Statement: [Inverbervie, hasSecondarySchoolCatchment, Mackie Academy, Stonehaven]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mackie Academy, Stonehaven
Context triple: [Inverbervie, hasSecondarySchoolCatchment, Mackie Academy, Stonehaven]
  • A. Kensaltown Studios
    Kensaltown Studios is a London-based recording studio and creative hub known for hosting prominent artists and producers across a wide range of popular music genres.
  • B. 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.
  • C. Stromness Academy
    Stromness Academy is a secondary school serving the town of Stromness and surrounding communities in Orkney, Scotland.
  • 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. Kirkton Campus
    Kirkton Campus is a major industrial and business estate located in Livingston, Scotland, hosting a range of commercial and technology-focused companies.
  • 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: Mackie Academy, Stonehaven
Triple: [Inverbervie, hasSecondarySchoolCatchment, Mackie Academy, Stonehaven]
Generated description
Mackie Academy in Stonehaven is a secondary school in Aberdeenshire, Scotland, serving pupils from Stonehaven and surrounding communities such as Inverbervie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mackie Academy, Stonehaven
Target entity description: Mackie Academy in Stonehaven is a secondary school in Aberdeenshire, Scotland, serving pupils from Stonehaven and surrounding communities such as Inverbervie.
  • A. Kensaltown Studios
    Kensaltown Studios is a London-based recording studio and creative hub known for hosting prominent artists and producers across a wide range of popular music genres.
  • B. 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.
  • C. Stromness Academy
    Stromness Academy is a secondary school serving the town of Stromness and surrounding communities in Orkney, Scotland.
  • 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. Kirkton Campus
    Kirkton Campus is a major industrial and business estate located in Livingston, Scotland, hosting a range of commercial and technology-focused companies.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSecondarySchoolCatchment
Context triple: [Inverbervie, hasSecondarySchoolCatchment, Mackie Academy, Stonehaven]
  • A. hasCatchmentArea chosen
    Indicates that a geographic or administrative unit serves as the area from which an entity (such as a facility or service) draws its users, resources, or influence.
  • B. hasSchoolsAccess
    Indicates that one entity has permission or the ability to access schools or school-related resources associated with another entity.
  • C. hasParochialSchool
    Indicates that an entity operates, is associated with, or includes a parochial (religious-affiliated) school.
  • D. hasPublicMiddleSchool
    Indicates that a given area or jurisdiction contains at least one publicly funded middle school.
  • E. isComprehensiveSchool
    Indicates that a school operates as a comprehensive school, providing a broad, non-selective curriculum to students of varying abilities and backgrounds.
  • F. None of above.

Provenance (6 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_69c6884f3db4819080ad65da69386206 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e0c74fe48190aeaa018631e52ef6 completed March 27, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7515bb4688190a81bef732676eb4e completed March 28, 2026, 3:56 a.m.
NEDg Description generation batch_69c753193b3081908cf9ac63d23b32bf completed March 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69c753c6e7988190bcf772bc5162e53a completed March 28, 2026, 4:06 a.m.
PD Predicate disambiguation batch_69c6d7bd5a388190a57a96d925696ff6 completed March 27, 2026, 7:17 p.m.
Created at: March 27, 2026, 2:28 p.m.