Triple

T17642981
Position Surface form Disambiguated ID Type / Status
Subject Liphook E429283 entity
Predicate hasIndependentSchool P113 FINISHED
Object Highfield and Brookham Schools
Highfield and Brookham Schools are co-educational independent preparatory and pre-preparatory schools in Liphook, Hampshire, known for their strong academic standards and extensive pastoral and extracurricular provision.
 E1278875 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: Highfield and Brookham Schools | Statement: [Liphook, hasIndependentSchool, Highfield and Brookham Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Highfield and Brookham Schools
Context triple: [Liphook, hasIndependentSchool, Highfield and Brookham Schools]
  • A. Lambrook School
    Lambrook School is an independent preparatory school in Berkshire, England, known for educating children from prominent and affluent families, including members of the British royal family.
  • B. Fullbrook School
    Fullbrook School is a co-educational secondary school and sixth form located in New Haw, Surrey, England.
  • C. Bushey Meads School
    Bushey Meads School is a secondary school and sixth form located in Bushey, Hertfordshire, England.
  • D. Allen Brook School
    Allen Brook School is a public elementary school serving young students in the town of Williston, Vermont.
  • E. The Emmbrook School
    The Emmbrook School is a co-educational secondary school and sixth form located in Winnersh, 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: Highfield and Brookham Schools
Triple: [Liphook, hasIndependentSchool, Highfield and Brookham Schools]
Generated description
Highfield and Brookham Schools are co-educational independent preparatory and pre-preparatory schools in Liphook, Hampshire, known for their strong academic standards and extensive pastoral and extracurricular provision.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Highfield and Brookham Schools
Target entity description: Highfield and Brookham Schools are co-educational independent preparatory and pre-preparatory schools in Liphook, Hampshire, known for their strong academic standards and extensive pastoral and extracurricular provision.
  • A. Lambrook School
    Lambrook School is an independent preparatory school in Berkshire, England, known for educating children from prominent and affluent families, including members of the British royal family.
  • B. Fullbrook School
    Fullbrook School is a co-educational secondary school and sixth form located in New Haw, Surrey, England.
  • C. Bushey Meads School
    Bushey Meads School is a secondary school and sixth form located in Bushey, Hertfordshire, England.
  • D. Allen Brook School
    Allen Brook School is a public elementary school serving young students in the town of Williston, Vermont.
  • E. The Emmbrook School
    The Emmbrook School is a co-educational secondary school and sixth form located in Winnersh, 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_69d889e2c2608190b762e76d9b2262f1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46de7055c819080d315bb3637882b completed April 19, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020aa7be948190bf0ab64a2908d3b1 completed May 11, 2026, 4:58 p.m.
NEDg Description generation batch_6a020b51c208819083b1634221929628 completed May 11, 2026, 5:01 p.m.
NED2 Entity disambiguation (via description) batch_6a020bd466d881909ffdfe3cf932b980 completed May 11, 2026, 5:03 p.m.
Created at: April 10, 2026, 6:03 a.m.