Triple

T857613
Position Surface form Disambiguated ID Type / Status
Subject Cwmbran E18526 entity
Predicate hasHospital P105 FINISHED
Object Grange University Hospital (nearby primary hospital)
Grange University Hospital is a major modern acute care and specialist treatment facility serving Cwmbran and the wider region of South East Wales.
 E101738 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: Grange University Hospital (nearby primary hospital) | Statement: [Cwmbran, hasHospital, Grange University Hospital (nearby primary hospital)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grange University Hospital (nearby primary hospital)
Context triple: [Cwmbran, hasHospital, Grange University Hospital (nearby primary hospital)]
  • A. Balgrist University Hospital
    Balgrist University Hospital is a leading Swiss academic medical center in Zurich specializing in musculoskeletal medicine, orthopedics, and rehabilitation.
  • B. Grange Primary School
    Grange Primary School is a local primary education institution serving the community of Monifieth, Scotland.
  • C. Queen Margaret Hospital, Dunfermline
    Queen Margaret Hospital in Dunfermline is a major NHS healthcare facility in Fife, Scotland, providing a range of acute and community medical services to the local population.
  • D. Royal Infirmary of Edinburgh
    The Royal Infirmary of Edinburgh is a major teaching hospital and one of Scotland’s principal acute care centers, closely linked to the University of Edinburgh’s medical education and research.
  • E. Royal Hospital for Children and Young People
    The Royal Hospital for Children and Young People is a major specialist paediatric hospital in Edinburgh, Scotland, providing comprehensive healthcare services for infants, children, and adolescents.
  • 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: Grange University Hospital (nearby primary hospital)
Triple: [Cwmbran, hasHospital, Grange University Hospital (nearby primary hospital)]
Generated description
Grange University Hospital is a major modern acute care and specialist treatment facility serving Cwmbran and the wider region of South East Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grange University Hospital (nearby primary hospital)
Target entity description: Grange University Hospital is a major modern acute care and specialist treatment facility serving Cwmbran and the wider region of South East Wales.
  • A. Balgrist University Hospital
    Balgrist University Hospital is a leading Swiss academic medical center in Zurich specializing in musculoskeletal medicine, orthopedics, and rehabilitation.
  • B. Grange Primary School
    Grange Primary School is a local primary education institution serving the community of Monifieth, Scotland.
  • C. Queen Margaret Hospital, Dunfermline
    Queen Margaret Hospital in Dunfermline is a major NHS healthcare facility in Fife, Scotland, providing a range of acute and community medical services to the local population.
  • D. Royal Infirmary of Edinburgh
    The Royal Infirmary of Edinburgh is a major teaching hospital and one of Scotland’s principal acute care centers, closely linked to the University of Edinburgh’s medical education and research.
  • E. Royal Hospital for Children and Young People
    The Royal Hospital for Children and Young People is a major specialist paediatric hospital in Edinburgh, Scotland, providing comprehensive healthcare services for infants, children, and adolescents.
  • 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_69a4938bdd3c8190a954a3c11844d9cf completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac4d47508190b48d944aa2d881bf completed March 1, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3c1ee4481909d5713122e5ad856 completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a5288338819089638d5c848735dd completed March 4, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_69a7a63205308190b55b76116c0d5e7c completed March 4, 2026, 3:25 a.m.
Created at: March 1, 2026, 7:39 p.m.