Triple

T8899146
Position Surface form Disambiguated ID Type / Status
Subject Markyate E211880 entity
Predicate hasAmenity P105 FINISHED
Object Markyate Village School
Markyate Village School is a primary school serving the local community in the village of Markyate in Hertfordshire, England.
E764470 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: Markyate Village School | Statement: [Markyate, hasAmenity, Markyate Village School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Markyate Village School
Context triple: [Markyate, hasAmenity, Markyate Village School]
  • A. Marling School
    Marling School is a selective grammar school for boys located in Stroud, Gloucestershire, England.
  • B. Brine Leas School
    Brine Leas School is a secondary school and sixth form serving students in and around the town of Nantwich in Cheshire, England.
  • C. Edgbarrow School
    Edgbarrow School is a secondary school and sixth form serving students in and around the village of Crowthorne in Berkshire, England.
  • D. Baglan Primary School
    Baglan Primary School is a local primary education institution serving young children in the Baglan area of Wales.
  • E. Bure Valley School
    Bure Valley School is a primary school serving the community of Aylsham in Norfolk, 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: Markyate Village School
Triple: [Markyate, hasAmenity, Markyate Village School]
Generated description
Markyate Village School is a primary school serving the local community in the village of Markyate in Hertfordshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Markyate Village School
Target entity description: Markyate Village School is a primary school serving the local community in the village of Markyate in Hertfordshire, England.
  • A. Marling School
    Marling School is a selective grammar school for boys located in Stroud, Gloucestershire, England.
  • B. Brine Leas School
    Brine Leas School is a secondary school and sixth form serving students in and around the town of Nantwich in Cheshire, England.
  • C. Edgbarrow School
    Edgbarrow School is a secondary school and sixth form serving students in and around the village of Crowthorne in Berkshire, England.
  • D. Baglan Primary School
    Baglan Primary School is a local primary education institution serving young children in the Baglan area of Wales.
  • E. Bure Valley School
    Bure Valley School is a primary school serving the community of Aylsham in Norfolk, 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_69ca83918d3081909b326fa3750cb8c8 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc64278b208190afc3dec64ecdb0f5 completed April 1, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfac10be588190bd1b44f09ded7826 completed April 3, 2026, 12:01 p.m.
NEDg Description generation batch_69cfacc9b53081909bd3505cff0a7722 completed April 3, 2026, 12:04 p.m.
NED2 Entity disambiguation (via description) batch_69cfad73f7a8819089ee3dadf321220e completed April 3, 2026, 12:07 p.m.
Created at: March 30, 2026, 6:54 p.m.