Triple
T10660588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hasnat Khan |
E251212
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Papworth Hospital
Papworth Hospital is a renowned specialist cardiothoracic hospital in Cambridgeshire, England, known for pioneering heart and lung treatments and transplants.
|
E878302
|
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: Papworth Hospital | Statement: [Hasnat Khan, employer, Papworth Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Papworth Hospital Context triple: [Hasnat Khan, employer, Papworth Hospital]
-
A.
Hinchingbrooke Hospital
Hinchingbrooke Hospital is an NHS district general hospital serving Huntingdon and the surrounding area in Cambridgeshire, England.
-
B.
Frimley Park Hospital
Frimley Park Hospital is a major NHS district general hospital in Surrey, England, providing a wide range of acute and specialist healthcare services.
-
C.
Northwick Park Hospital
Northwick Park Hospital is a major National Health Service teaching hospital in northwest London, known for its emergency services, clinical research, and role in medical education.
-
D.
Harefield Hospital
Harefield Hospital is a renowned specialist heart and lung hospital in London, England, recognized for its pioneering cardiothoracic surgery and transplant services.
-
E.
Basildon University Hospital
Basildon University Hospital is a major NHS acute care and teaching hospital serving Basildon and the wider Essex region in England.
- 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: Papworth Hospital Triple: [Hasnat Khan, employer, Papworth Hospital]
Generated description
Papworth Hospital is a renowned specialist cardiothoracic hospital in Cambridgeshire, England, known for pioneering heart and lung treatments and transplants.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Papworth Hospital Target entity description: Papworth Hospital is a renowned specialist cardiothoracic hospital in Cambridgeshire, England, known for pioneering heart and lung treatments and transplants.
-
A.
Hinchingbrooke Hospital
Hinchingbrooke Hospital is an NHS district general hospital serving Huntingdon and the surrounding area in Cambridgeshire, England.
-
B.
Frimley Park Hospital
Frimley Park Hospital is a major NHS district general hospital in Surrey, England, providing a wide range of acute and specialist healthcare services.
-
C.
Northwick Park Hospital
Northwick Park Hospital is a major National Health Service teaching hospital in northwest London, known for its emergency services, clinical research, and role in medical education.
-
D.
Harefield Hospital
Harefield Hospital is a renowned specialist heart and lung hospital in London, England, recognized for its pioneering cardiothoracic surgery and transplant services.
-
E.
Basildon University Hospital
Basildon University Hospital is a major NHS acute care and teaching hospital serving Basildon and the wider Essex region in England.
- 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_69d6aa5b0d2881909584b20efc5877f0 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6e017f97c8190b22765a6f1e6719d |
completed | April 8, 2026, 11:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9885dc17881909df20abedd9da5e3 |
completed | April 10, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69d98a945ecc8190b5aae7511a537650 |
completed | April 10, 2026, 11:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d98b187c808190b785a46bb88d48fc |
completed | April 10, 2026, 11:43 p.m. |
Created at: April 8, 2026, 9:07 p.m.