Triple

T6857342
Position Surface form Disambiguated ID Type / Status
Subject Loanhead E158180 entity
Predicate hasPrimarySchool P3445 FINISHED
Object Loanhead Primary School
Loanhead Primary School is a local primary education institution serving young children in the town of Loanhead, Scotland.
 E624240 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: Loanhead Primary School | Statement: [Loanhead, hasPrimarySchool, Loanhead Primary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loanhead Primary School
Context triple: [Loanhead, hasPrimarySchool, Loanhead Primary School]
  • A. Muirhead Primary School
    Muirhead Primary School is a local primary education institution serving young children in the town of Troon, Scotland.
  • B. Parkhill Primary School
    Parkhill Primary School is a local primary education institution serving the community of Leven in Fife, Scotland.
  • C. Baglan Primary School
    Baglan Primary School is a local primary education institution serving young children in the Baglan area of Wales.
  • D. Cardross Primary School
    Cardross Primary School is a local primary education institution serving young children in the village of Cardross, Scotland.
  • E. Park Mead Primary School
    Park Mead Primary School is a local primary education institution serving young children in the village of Cranleigh, Surrey, England.
  • 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: Loanhead Primary School
Triple: [Loanhead, hasPrimarySchool, Loanhead Primary School]
Generated description
Loanhead Primary School is a local primary education institution serving young children in the town of Loanhead, Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loanhead Primary School
Target entity description: Loanhead Primary School is a local primary education institution serving young children in the town of Loanhead, Scotland.
  • A. Muirhead Primary School
    Muirhead Primary School is a local primary education institution serving young children in the town of Troon, Scotland.
  • B. Parkhill Primary School
    Parkhill Primary School is a local primary education institution serving the community of Leven in Fife, Scotland.
  • C. Baglan Primary School
    Baglan Primary School is a local primary education institution serving young children in the Baglan area of Wales.
  • D. Cardross Primary School
    Cardross Primary School is a local primary education institution serving young children in the village of Cardross, Scotland.
  • E. Park Mead Primary School
    Park Mead Primary School is a local primary education institution serving young children in the village of Cranleigh, Surrey, England.
  • 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_69c68830cdbc8190a8301c7a9d9f651a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d870a8088190b42fde7626735cb1 completed March 27, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fe28dc88190a9c7794b78374ecf completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c736684f848190a5fb1b82e152b8a5 completed March 28, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69c736d828f88190a388d559c673861a completed March 28, 2026, 2:03 a.m.
Created at: March 27, 2026, 2:21 p.m.