Triple

T21198652
Position Surface form Disambiguated ID Type / Status
Subject North Staffordshire E522391 entity
Predicate hasHealthcareInstitution P10262 FINISHED
Object Royal Stoke University Hospital — NE NERFINISHED

How this triple was built (3 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: Royal Stoke University Hospital | Statement: [North Staffordshire, hasHealthcareInstitution, Royal Stoke University Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Royal Stoke University Hospital
Context triple: [North Staffordshire, hasHealthcareInstitution, Royal Stoke University Hospital]
  • A. Broadgreen Hospital
    Broadgreen Hospital is a major NHS hospital in Liverpool, England, providing a range of acute and specialist healthcare services to the local community.
  • 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. Basildon University Hospital
    Basildon University Hospital is a major NHS acute care and teaching hospital serving Basildon and the wider Essex region in England.
  • D. Whittington Hospital
    Whittington Hospital is a major NHS teaching hospital in north London providing a wide range of acute and community healthcare services.
  • E. Princess Royal University Hospital
    Princess Royal University Hospital is a major NHS teaching hospital in Locksbottom, London, providing a wide range of acute and specialist healthcare services.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Royal Stoke University Hospital
Target entity description: Royal Stoke University Hospital is a major teaching and acute care hospital serving the North Staffordshire area of England.
  • A. Broadgreen Hospital
    Broadgreen Hospital is a major NHS hospital in Liverpool, England, providing a range of acute and specialist healthcare services to the local community.
  • 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. Basildon University Hospital
    Basildon University Hospital is a major NHS acute care and teaching hospital serving Basildon and the wider Essex region in England.
  • D. Whittington Hospital
    Whittington Hospital is a major NHS teaching hospital in north London providing a wide range of acute and community healthcare services.
  • E. Princess Royal University Hospital
    Princess Royal University Hospital is a major NHS teaching hospital in Locksbottom, London, providing a wide range of acute and specialist healthcare services.
  • F. None of above. chosen

Provenance (2 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_69e0b51061388190aa03f19700d3ef04 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7333d6dec8190bbc66a71b31ea559 completed April 21, 2026, 8:20 a.m.
Created at: April 16, 2026, 3:16 p.m.