Triple

T12384570
Position Surface form Disambiguated ID Type / Status
Subject Shotts E295829 entity
Predicate hasPrimarySchool P3445 FINISHED
Object Shotts Primary School
Shotts Primary School is a local primary education institution serving young children in the town of Shotts, Scotland.
 E979118 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: Shotts Primary School | Statement: [Shotts, hasPrimarySchool, Shotts Primary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shotts Primary School
Context triple: [Shotts, hasPrimarySchool, Shotts Primary School]
  • A. Parkhead Primary School
    Parkhead Primary School is a local primary education institution serving the community of West Calder in Scotland.
  • B. Parkhill Primary School
    Parkhill Primary School is a local primary education institution serving the community of Leven in Fife, Scotland.
  • C. Giffnock Primary School
    Giffnock Primary School is a local primary education institution serving young children in the suburban community of Giffnock, Scotland.
  • D. Mearns Primary School
    Mearns Primary School is a primary education institution serving children in the Newton Mearns area of East Renfrewshire, Scotland.
  • E. Cardross Primary School
    Cardross Primary School is a local primary education institution serving young children in the village of Cardross, 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: Shotts Primary School
Triple: [Shotts, hasPrimarySchool, Shotts Primary School]
Generated description
Shotts Primary School is a local primary education institution serving young children in the town of Shotts, Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shotts Primary School
Target entity description: Shotts Primary School is a local primary education institution serving young children in the town of Shotts, Scotland.
  • A. Parkhead Primary School
    Parkhead Primary School is a local primary education institution serving the community of West Calder in Scotland.
  • B. Parkhill Primary School
    Parkhill Primary School is a local primary education institution serving the community of Leven in Fife, Scotland.
  • C. Giffnock Primary School
    Giffnock Primary School is a local primary education institution serving young children in the suburban community of Giffnock, Scotland.
  • D. Mearns Primary School
    Mearns Primary School is a primary education institution serving children in the Newton Mearns area of East Renfrewshire, Scotland.
  • E. Cardross Primary School
    Cardross Primary School is a local primary education institution serving young children in the village of Cardross, 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fbc3f608190b0ee3c4f304a94db completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ac78c5c81909fb3d63bc6c9cc01 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62be4de888190aac94d441748d295 completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f62d51ab8081909c6f534051019dca completed May 2, 2026, 4:58 p.m.
Created at: April 8, 2026, 9:54 p.m.