Triple

T8517580
Position Surface form Disambiguated ID Type / Status
Subject Thornton-Cleveleys E201611 entity
Predicate hasPrimarySchool P3445 FINISHED
Object Thornton Primary School
Thornton Primary School is a local primary education institution serving young children in the Thornton-Cleveleys area of Lancashire, England.
 E739530 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: Thornton Primary School | Statement: [Thornton-Cleveleys, hasPrimarySchool, Thornton Primary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thornton Primary School
Context triple: [Thornton-Cleveleys, hasPrimarySchool, Thornton Primary School]
  • A. Thorntons Ferry School
    Thorntons Ferry School is a public elementary school serving young students in the town of Merrimack, New Hampshire.
  • B. Statham Primary School
    Statham Primary School is a local primary education institution serving young children in the village of Lymm, Cheshire, England.
  • C. Paton School
    Paton School is a public elementary school serving students in the town of Shrewsbury, Massachusetts.
  • D. Dunbar Primary School
    Dunbar Primary School is a local primary education institution serving young children in the coastal town of Dunbar, Scotland.
  • E. Troon Primary School
    Troon Primary School is a local primary education institution serving young children in the coastal town of Troon, South Ayrshire, 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: Thornton Primary School
Triple: [Thornton-Cleveleys, hasPrimarySchool, Thornton Primary School]
Generated description
Thornton Primary School is a local primary education institution serving young children in the Thornton-Cleveleys area of Lancashire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thornton Primary School
Target entity description: Thornton Primary School is a local primary education institution serving young children in the Thornton-Cleveleys area of Lancashire, England.
  • A. Thorntons Ferry School
    Thorntons Ferry School is a public elementary school serving young students in the town of Merrimack, New Hampshire.
  • B. Statham Primary School
    Statham Primary School is a local primary education institution serving young children in the village of Lymm, Cheshire, England.
  • C. Paton School
    Paton School is a public elementary school serving students in the town of Shrewsbury, Massachusetts.
  • D. Dunbar Primary School
    Dunbar Primary School is a local primary education institution serving young children in the coastal town of Dunbar, Scotland.
  • E. Troon Primary School
    Troon Primary School is a local primary education institution serving young children in the coastal town of Troon, South Ayrshire, 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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe626787c819087e72dd76b2d9310 completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e6c93d081909da2a748b0fa6fd3 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffc30e08190b71e941d63d56015 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce54dc664081908ff63ec7f92834d7 completed April 2, 2026, 11:37 a.m.
Created at: March 30, 2026, 6:15 p.m.