Triple
T22227008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reading Borough |
E549364
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Royal Berkshire Hospital
Royal Berkshire Hospital is a major NHS district general hospital in Reading, England, providing a wide range of acute and specialist healthcare services to the surrounding region.
|
E663415
|
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: Royal Berkshire Hospital | Statement: [Reading Borough, hasHospital, Royal Berkshire Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Berkshire Hospital Context triple: [Reading Borough, hasHospital, Royal Berkshire Hospital]
-
A.
Royal Berkshire NHS Foundation Trust
Royal Berkshire NHS Foundation Trust is an NHS organization in England that runs Royal Berkshire Hospital and provides acute healthcare services to the surrounding region.
-
B.
Kent and Sussex Hospital
Kent and Sussex Hospital was a former general hospital in Royal Tunbridge Wells, England, that served the local community for much of the 20th century before its services were transferred to the newer Tunbridge Wells Hospital at Pembury.
-
C.
Morriston Hospital
Morriston Hospital is a major teaching and acute care hospital in Swansea, Wales, providing a wide range of specialist and emergency medical services for the region.
-
D.
Wexham Park Hospital
Wexham Park Hospital is a major NHS district general hospital in Slough, Berkshire, providing a wide range of acute and specialist healthcare services to the surrounding region.
-
E.
Kent and Canterbury Hospital
Kent and Canterbury Hospital is a major National Health Service hospital in Canterbury, Kent, providing a range of acute and specialist medical services to the surrounding region.
- 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: Royal Berkshire Hospital Triple: [Reading Borough, hasHospital, Royal Berkshire Hospital]
Generated description
Royal Berkshire Hospital is a major NHS district general hospital in Reading, England, providing a wide range of acute and specialist healthcare services to the surrounding region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Berkshire Hospital Target entity description: Royal Berkshire Hospital is a major NHS district general hospital in Reading, England, providing a wide range of acute and specialist healthcare services to the surrounding region.
-
A.
Royal Berkshire NHS Foundation Trust
chosen
Royal Berkshire NHS Foundation Trust is an NHS organization in England that runs Royal Berkshire Hospital and provides acute healthcare services to the surrounding region.
-
B.
Kent and Sussex Hospital
Kent and Sussex Hospital was a former general hospital in Royal Tunbridge Wells, England, that served the local community for much of the 20th century before its services were transferred to the newer Tunbridge Wells Hospital at Pembury.
-
C.
Morriston Hospital
Morriston Hospital is a major teaching and acute care hospital in Swansea, Wales, providing a wide range of specialist and emergency medical services for the region.
-
D.
Wexham Park Hospital
Wexham Park Hospital is a major NHS district general hospital in Slough, Berkshire, providing a wide range of acute and specialist healthcare services to the surrounding region.
-
E.
Kent and Canterbury Hospital
Kent and Canterbury Hospital is a major National Health Service hospital in Canterbury, Kent, providing a range of acute and specialist medical services to the surrounding region.
- F. None of above.
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_69e11e403d6481909a94d0aaf157f6ef |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12befe38c8190b547586e41b099b1 |
completed | April 28, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0aae734ccc8190a16b3f3350fa5ebc |
completed | May 18, 2026, 6:15 a.m. |
| NEDg | Description generation | batch_6a0ab00780f8819086ef4d3e5756133d |
completed | May 18, 2026, 6:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ab0befa5481909d00cb845dd67b12 |
completed | May 18, 2026, 6:25 a.m. |
Created at: April 16, 2026, 8:37 p.m.