Triple

T9221911
Position Surface form Disambiguated ID Type / Status
Subject Hertford Heath E221580 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Hertford Heath Primary School
Hertford Heath Primary School is a local primary education institution serving young children in the village of Hertford Heath, England.
 E784901 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: Hertford Heath Primary School | Statement: [Hertford Heath, hasEducationalInstitution, Hertford Heath Primary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hertford Heath Primary School
Context triple: [Hertford Heath, hasEducationalInstitution, Hertford Heath Primary School]
  • A. Hertford Grammar School
    Hertford Grammar School was a 19th-century English educational institution notable for having naturalist Alfred Russel Wallace among its pupils.
  • B. Hurst Park Primary School
    Hurst Park Primary School is a local primary education institution serving children in the West Molesey area of Surrey, England.
  • C. Iver Heath Infant School
    Iver Heath Infant School is a primary educational institution serving young children in the village of Iver Heath in Buckinghamshire, England.
  • D. Farnborough Primary School
    Farnborough Primary School is a local primary education institution serving the community of Farnborough in the London Borough of Bromley.
  • E. Park Mead Primary School
    Park Mead Primary School is a local primary education institution serving young children in the village of Cranleigh, Surrey, 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: Hertford Heath Primary School
Triple: [Hertford Heath, hasEducationalInstitution, Hertford Heath Primary School]
Generated description
Hertford Heath Primary School is a local primary education institution serving young children in the village of Hertford Heath, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hertford Heath Primary School
Target entity description: Hertford Heath Primary School is a local primary education institution serving young children in the village of Hertford Heath, England.
  • A. Hertford Grammar School
    Hertford Grammar School was a 19th-century English educational institution notable for having naturalist Alfred Russel Wallace among its pupils.
  • B. Hurst Park Primary School
    Hurst Park Primary School is a local primary education institution serving children in the West Molesey area of Surrey, England.
  • C. Iver Heath Infant School
    Iver Heath Infant School is a primary educational institution serving young children in the village of Iver Heath in Buckinghamshire, England.
  • D. Farnborough Primary School
    Farnborough Primary School is a local primary education institution serving the community of Farnborough in the London Borough of Bromley.
  • E. Park Mead Primary School
    Park Mead Primary School is a local primary education institution serving young children in the village of Cranleigh, Surrey, 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_69ca83ec8db08190a9110df8232885d2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccda76e3648190af9e24381db7679a completed April 1, 2026, 8:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69d066384a908190b833d4ae5b3c5074 completed April 4, 2026, 1:15 a.m.
NEDg Description generation batch_69d06771ba808190a7b10f664425e76e completed April 4, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69d068087ab881908edcfd384a2e3f07 completed April 4, 2026, 1:23 a.m.
Created at: March 30, 2026, 7:28 p.m.