Triple
T4221569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge life sciences ecosystem |
E94351
|
entity |
| Predicate | hasKeyInstitution |
P11745
|
FINISHED |
| Object | Royal Papworth Hospital |
E63411
|
NE FINISHED |
How this triple was built (2 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 Papworth Hospital | Statement: [Cambridge life sciences ecosystem, hasKeyInstitution, Royal Papworth Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Papworth Hospital Context triple: [Cambridge life sciences ecosystem, hasKeyInstitution, Royal Papworth Hospital]
-
A.
Royal Papworth Hospital NHS Foundation Trust
chosen
Royal Papworth Hospital NHS Foundation Trust is a leading UK specialist cardiothoracic hospital and research center renowned for heart and lung care, including pioneering transplant and respiratory services.
-
B.
Basildon University Hospital
Basildon University Hospital is a major NHS acute care and teaching hospital serving Basildon and the wider Essex region in England.
-
C.
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.
-
D.
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.
-
E.
Orpington Hospital
Orpington Hospital is a local NHS healthcare facility in Orpington, London, providing a range of outpatient, rehabilitation, and community health services.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3451997e08190851db4a9a588837d |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34e0e06d881908e3aa8ef1a90c010 |
completed | March 12, 2026, 11:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b59642720c81908e68a56b3d30eef9 |
completed | March 14, 2026, 5:09 p.m. |
Created at: March 12, 2026, 11:04 p.m.