Triple

T22367348
Position Surface form Disambiguated ID Type / Status
Subject Billingborough E552940 entity
Predicate hasPrimarySchool P3445 FINISHED
Object Billingborough Primary School
Billingborough Primary School is a local primary education institution serving young children from the village of Billingborough and its surrounding area.
 E1533150 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: Billingborough Primary School | Statement: [Billingborough, hasPrimarySchool, Billingborough Primary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billingborough Primary School
Context triple: [Billingborough, hasPrimarySchool, Billingborough Primary School]
  • A. Blurton Primary School
    Blurton Primary School is a local primary education institution serving young children in the Blurton area of Stoke-on-Trent, England.
  • B. Borough Green Primary School
    Borough Green Primary School is a local primary education institution serving young children in the village of Borough Green in Kent, England.
  • C. John Ball Primary School
    John Ball Primary School is a primary educational institution in London, England, known in part for having actor Jude Law among its former pupils.
  • D. Walkern Primary School
    Walkern Primary School is a local primary education institution serving young children in the village of Walkern, Hertfordshire, England.
  • E. Bearwood Primary School
    Bearwood Primary School is a co-educational primary school serving young children in the village of 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: Billingborough Primary School
Triple: [Billingborough, hasPrimarySchool, Billingborough Primary School]
Generated description
Billingborough Primary School is a local primary education institution serving young children from the village of Billingborough and its surrounding area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billingborough Primary School
Target entity description: Billingborough Primary School is a local primary education institution serving young children from the village of Billingborough and its surrounding area.
  • A. Blurton Primary School
    Blurton Primary School is a local primary education institution serving young children in the Blurton area of Stoke-on-Trent, England.
  • B. Borough Green Primary School
    Borough Green Primary School is a local primary education institution serving young children in the village of Borough Green in Kent, England.
  • C. John Ball Primary School
    John Ball Primary School is a primary educational institution in London, England, known in part for having actor Jude Law among its former pupils.
  • D. Walkern Primary School
    Walkern Primary School is a local primary education institution serving young children in the village of Walkern, Hertfordshire, England.
  • E. Bearwood Primary School
    Bearwood Primary School is a co-educational primary school serving young children in the village of 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_69e11e4affcc8190ba7c27d29062558d completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f158017400819094ebf7f91c26a724 completed April 29, 2026, 12:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae0685c7881908d0ed5fee6d17b5f completed May 18, 2026, 9:48 a.m.
NEDg Description generation batch_6a0ae4812f4481908ed0e00937419241 completed May 18, 2026, 10:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0ae515d6808190bc7bee259c12ca6e completed May 18, 2026, 10:08 a.m.
Created at: April 16, 2026, 8:44 p.m.