Triple

T10984229
Position Surface form Disambiguated ID Type / Status
Subject Cramlington E259585 entity
Predicate hasHospital P105 FINISHED
Object Northumbria Specialist Emergency Care Hospital
Northumbria Specialist Emergency Care Hospital is a purpose-built, 24/7 emergency care facility in Northumberland, England, designed to provide rapid assessment and specialist treatment for seriously ill or injured patients.
E898130 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: Northumbria Specialist Emergency Care Hospital | Statement: [Cramlington, hasHospital, Northumbria Specialist Emergency Care Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northumbria Specialist Emergency Care Hospital
Context triple: [Cramlington, hasHospital, Northumbria Specialist Emergency Care Hospital]
  • A. Newcastle upon Tyne Hospitals NHS Foundation Trust
    Newcastle upon Tyne Hospitals NHS Foundation Trust is a major NHS organization in England that runs several large teaching hospitals and specialist services in Newcastle upon Tyne.
  • B. Aintree University Hospital
    Aintree University Hospital is a major teaching hospital in Liverpool, England, providing a wide range of acute and specialist healthcare services and serving as a key clinical training site.
  • C. Royal Victoria Infirmary
    Royal Victoria Infirmary is a major teaching hospital and regional healthcare center located in Newcastle upon Tyne, England.
  • D. Cessnock District Hospital
    Cessnock District Hospital is a public healthcare facility serving the medical needs of residents in and around Cessnock, New South Wales, Australia.
  • E. North Manchester General Hospital
    North Manchester General Hospital is a major NHS hospital in Manchester, England, providing a wide range of acute and specialist healthcare services to the local population.
  • 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: Northumbria Specialist Emergency Care Hospital
Triple: [Cramlington, hasHospital, Northumbria Specialist Emergency Care Hospital]
Generated description
Northumbria Specialist Emergency Care Hospital is a purpose-built, 24/7 emergency care facility in Northumberland, England, designed to provide rapid assessment and specialist treatment for seriously ill or injured patients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northumbria Specialist Emergency Care Hospital
Target entity description: Northumbria Specialist Emergency Care Hospital is a purpose-built, 24/7 emergency care facility in Northumberland, England, designed to provide rapid assessment and specialist treatment for seriously ill or injured patients.
  • A. Newcastle upon Tyne Hospitals NHS Foundation Trust
    Newcastle upon Tyne Hospitals NHS Foundation Trust is a major NHS organization in England that runs several large teaching hospitals and specialist services in Newcastle upon Tyne.
  • B. Aintree University Hospital
    Aintree University Hospital is a major teaching hospital in Liverpool, England, providing a wide range of acute and specialist healthcare services and serving as a key clinical training site.
  • C. Royal Victoria Infirmary
    Royal Victoria Infirmary is a major teaching hospital and regional healthcare center located in Newcastle upon Tyne, England.
  • D. Cessnock District Hospital
    Cessnock District Hospital is a public healthcare facility serving the medical needs of residents in and around Cessnock, New South Wales, Australia.
  • E. North Manchester General Hospital
    North Manchester General Hospital is a major NHS hospital in Manchester, England, providing a wide range of acute and specialist healthcare services to the local population.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d772ec55fc81909b2b15f2493dddc6 completed April 9, 2026, 9:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69e344d860b08190a035570191c54d7c completed April 18, 2026, 8:46 a.m.
NEDg Description generation batch_69e3556e8b408190a02a1fe194ae5750 completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e3591ecd548190b049ce95fe3f86d9 completed April 18, 2026, 10:12 a.m.
Created at: April 8, 2026, 9:24 p.m.