Triple

T15946985
Position Surface form Disambiguated ID Type / Status
Subject Banchory E386709 entity
Predicate hasPrimarySchool P3445 FINISHED
Object Banchory Primary School
Banchory Primary School is a local primary education institution serving young children in the town of Banchory, Scotland.
 E1184281 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 Primary School | Statement: [Banchory, hasPrimarySchool, Banchory Primary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Banchory Primary School
Context triple: [Banchory, hasPrimarySchool, Banchory Primary School]
  • A. Brunstane Primary School
    Brunstane Primary School is a local primary education institution serving young children in the Brunstane area of Edinburgh, Scotland.
  • B. Lochaline Primary School
    Lochaline Primary School is a small rural primary school serving the village of Lochaline on the west coast of the Scottish Highlands.
  • C. Bonnyrigg Primary School
    Bonnyrigg Primary School is a local primary education institution serving young children in the town of Bonnyrigg, Scotland.
  • D. Grantshouse Primary School
    Grantshouse Primary School is a small local primary school serving young children in the rural village of Grantshouse in the Scottish Borders.
  • E. Kingussie Primary School
    Kingussie Primary School is a local primary education institution serving young children in the town of Kingussie in the Scottish Highlands.
  • 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 Primary School
Triple: [Banchory, hasPrimarySchool, Banchory Primary School]
Generated description
Banchory Primary School is a local primary education institution serving young children in the town of Banchory, Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Banchory Primary School
Target entity description: Banchory Primary School is a local primary education institution serving young children in the town of Banchory, Scotland.
  • A. Brunstane Primary School
    Brunstane Primary School is a local primary education institution serving young children in the Brunstane area of Edinburgh, Scotland.
  • B. Lochaline Primary School
    Lochaline Primary School is a small rural primary school serving the village of Lochaline on the west coast of the Scottish Highlands.
  • C. Bonnyrigg Primary School
    Bonnyrigg Primary School is a local primary education institution serving young children in the town of Bonnyrigg, Scotland.
  • D. Grantshouse Primary School
    Grantshouse Primary School is a small local primary school serving young children in the rural village of Grantshouse in the Scottish Borders.
  • E. Kingussie Primary School
    Kingussie Primary School is a local primary education institution serving young children in the town of Kingussie in the Scottish Highlands.
  • 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_69ffb5c0c8a481908aa7a40bca15e38e completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb6d3bc6c81909e4bbedeea557615 completed May 9, 2026, 10:36 p.m.
NED2 Entity disambiguation (via description) batch_69ffb7364cf88190b0930af7768dc429 completed May 9, 2026, 10:37 p.m.
Created at: April 10, 2026, 4:53 a.m.