Triple
T2137033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashford |
E46676
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
William Harvey Hospital
William Harvey Hospital is a major National Health Service district general hospital serving Ashford and the surrounding areas in Kent, England.
|
E238284
|
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: William Harvey Hospital | Statement: [Ashford, hasHospital, William Harvey Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Harvey Hospital Context triple: [Ashford, hasHospital, William Harvey Hospital]
-
A.
St. Mary’s Hospital Center
St. Mary’s Hospital Center is a Montreal-based healthcare institution that serves as a major teaching hospital within the McGill University medical network.
-
B.
St John’s Hospital
St John’s Hospital is a major acute general hospital serving Livingston and the wider West Lothian area in Scotland.
-
C.
St. Mary’s General Hospital
St. Mary’s General Hospital is a regional acute-care hospital in Kitchener, Ontario, known for providing comprehensive medical and surgical services to the surrounding community.
-
D.
Ashford Hospital
Ashford Hospital is a healthcare facility located in Ashford, Surrey, providing medical and surgical services to the local community.
-
E.
Balgrist University Hospital
Balgrist University Hospital is a leading Swiss academic medical center in Zurich specializing in musculoskeletal medicine, orthopedics, and rehabilitation.
- 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: William Harvey Hospital Triple: [Ashford, hasHospital, William Harvey Hospital]
Generated description
William Harvey Hospital is a major National Health Service district general hospital serving Ashford and the surrounding areas in Kent, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Harvey Hospital Target entity description: William Harvey Hospital is a major National Health Service district general hospital serving Ashford and the surrounding areas in Kent, England.
-
A.
St. Mary’s Hospital Center
St. Mary’s Hospital Center is a Montreal-based healthcare institution that serves as a major teaching hospital within the McGill University medical network.
-
B.
St John’s Hospital
St John’s Hospital is a major acute general hospital serving Livingston and the wider West Lothian area in Scotland.
-
C.
St. Mary’s General Hospital
St. Mary’s General Hospital is a regional acute-care hospital in Kitchener, Ontario, known for providing comprehensive medical and surgical services to the surrounding community.
-
D.
Ashford Hospital
Ashford Hospital is a healthcare facility located in Ashford, Surrey, providing medical and surgical services to the local community.
-
E.
Balgrist University Hospital
Balgrist University Hospital is a leading Swiss academic medical center in Zurich specializing in musculoskeletal medicine, orthopedics, and rehabilitation.
- 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_69a88a174ab48190a5db20c132e5dccf |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbdff9254819094d27405478e29a0 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58d3275481909c8d74ca7c037ddd |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae5928f824819089f1044ebd5ff68e |
completed | March 9, 2026, 5:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae598b51248190900086fee72c1103 |
completed | March 9, 2026, 5:24 a.m. |
Created at: March 4, 2026, 7:44 p.m.