Triple

T2434209
Position Surface form Disambiguated ID Type / Status
Subject Aintree E52916 entity
Predicate hasHospital P105 FINISHED
Object 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.
 E266446 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: Aintree University Hospital | Statement: [Aintree, hasHospital, Aintree University Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aintree University Hospital
Context triple: [Aintree, hasHospital, Aintree University 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. Royal Blackburn Hospital
    Royal Blackburn Hospital is a major NHS district general hospital serving Blackburn and the surrounding area in Lancashire, England.
  • C. Orpington Hospital
    Orpington Hospital is a local NHS healthcare facility in Orpington, London, providing a range of outpatient, rehabilitation, and community health services.
  • D. Princess of Wales Hospital
    Princess of Wales Hospital is a major district general hospital serving the town of Bridgend and the surrounding area in South Wales.
  • E. Queen Elizabeth Hospital Birmingham
    Queen Elizabeth Hospital Birmingham is a major teaching and research hospital in Birmingham, England, serving as a key clinical partner to the University of Birmingham and a leading center for specialist and acute care.
  • 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: Aintree University Hospital
Triple: [Aintree, hasHospital, Aintree University Hospital]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aintree University Hospital
Target entity description: 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.
  • A. Balgrist University Hospital
    Balgrist University Hospital is a leading Swiss academic medical center in Zurich specializing in musculoskeletal medicine, orthopedics, and rehabilitation.
  • B. Royal Blackburn Hospital
    Royal Blackburn Hospital is a major NHS district general hospital serving Blackburn and the surrounding area in Lancashire, England.
  • C. Orpington Hospital
    Orpington Hospital is a local NHS healthcare facility in Orpington, London, providing a range of outpatient, rehabilitation, and community health services.
  • D. Princess of Wales Hospital
    Princess of Wales Hospital is a major district general hospital serving the town of Bridgend and the surrounding area in South Wales.
  • E. Queen Elizabeth Hospital Birmingham
    Queen Elizabeth Hospital Birmingham is a major teaching and research hospital in Birmingham, England, serving as a key clinical partner to the University of Birmingham and a leading center for specialist and acute care.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9caaa208190994767f07aebd2b9 completed March 7, 2026, 6:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf6e23088190b0ce2feaa3eddda4 completed March 9, 2026, 12:39 p.m.
NEDg Description generation batch_69aec7eb422c8190a568a8e1e98cbca8 completed March 9, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_69aecc1438588190a87c15cbfe48ba7f completed March 9, 2026, 1:33 p.m.
Created at: March 6, 2026, 9:43 p.m.