Triple

T11493156
Position Surface form Disambiguated ID Type / Status
Subject North Stifford E272465 entity
Predicate hasAmenity P105 FINISHED
Object Stifford Clays Primary School
Stifford Clays Primary School is a local primary education institution serving young children in and around North Stifford, Essex, England.
 E929031 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: Stifford Clays Primary School | Statement: [North Stifford, hasAmenity, Stifford Clays Primary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stifford Clays Primary School
Context triple: [North Stifford, hasAmenity, Stifford Clays Primary School]
  • A. Clayton Brook Primary School
    Clayton Brook Primary School is a local primary education institution serving young children in the Clayton-le-Woods area of Lancashire, England.
  • B. Statham Primary School
    Statham Primary School is a local primary education institution serving young children in the village of Lymm, Cheshire, England.
  • C. Duffield Meadows Primary School
    Duffield Meadows Primary School is a co-educational primary school serving young children in the village of Duffield in Derbyshire, England.
  • D. Hertford Heath Primary School
    Hertford Heath Primary School is a local primary education institution serving young children in the village of Hertford Heath, England.
  • E. Binfield Primary School
    Binfield Primary School is a local primary education institution serving young children in the village of Binfield in Berkshire, 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: Stifford Clays Primary School
Triple: [North Stifford, hasAmenity, Stifford Clays Primary School]
Generated description
Stifford Clays Primary School is a local primary education institution serving young children in and around North Stifford, Essex, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stifford Clays Primary School
Target entity description: Stifford Clays Primary School is a local primary education institution serving young children in and around North Stifford, Essex, England.
  • A. Clayton Brook Primary School
    Clayton Brook Primary School is a local primary education institution serving young children in the Clayton-le-Woods area of Lancashire, England.
  • B. Statham Primary School
    Statham Primary School is a local primary education institution serving young children in the village of Lymm, Cheshire, England.
  • C. Duffield Meadows Primary School
    Duffield Meadows Primary School is a co-educational primary school serving young children in the village of Duffield in Derbyshire, England.
  • D. Hertford Heath Primary School
    Hertford Heath Primary School is a local primary education institution serving young children in the village of Hertford Heath, England.
  • E. Binfield Primary School
    Binfield Primary School is a local primary education institution serving young children in the village of Binfield in Berkshire, 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85ddffdf88190a00e94ad5b8b91a5 completed April 10, 2026, 2:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6047d95548190b445aa3b4f1e71cc completed April 20, 2026, 10:48 a.m.
NEDg Description generation batch_69e610a6de0c8190aabda7ef7b7063a6 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e61842b8848190b454cee480c69f7a completed April 20, 2026, 12:12 p.m.
Created at: April 8, 2026, 9:36 p.m.