Triple
T14785747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cinven |
E347517
|
entity |
| Predicate | notableInvestment |
P3488
|
FINISHED |
| Object |
Spire Healthcare
Spire Healthcare is a major UK-based private hospital and healthcare provider operating a nationwide network of hospitals and clinics.
|
E1120570
|
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: Spire Healthcare | Statement: [Cinven, notableInvestment, Spire Healthcare]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spire Healthcare Context triple: [Cinven, notableInvestment, Spire Healthcare]
-
A.
Alliance Healthcare
Alliance Healthcare is a major pharmaceutical wholesaler and healthcare services provider operating across multiple European and international markets.
-
B.
HCA Healthcare
HCA Healthcare is a large American for-profit healthcare company that operates a nationwide network of hospitals and healthcare facilities.
-
C.
Piedmont Healthcare
Piedmont Healthcare is a large, not-for-profit healthcare system based in Georgia that operates hospitals, clinics, and other medical facilities across the region.
-
D.
Health Care Service Corporation
Health Care Service Corporation is a large U.S. customer-owned health insurance company that operates several Blue Cross and Blue Shield plans across multiple states.
-
E.
Coventry Health Care
Coventry Health Care was a U.S.-based managed health care company that provided health insurance plans and related services before being acquired by Aetna.
- 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: Spire Healthcare Triple: [Cinven, notableInvestment, Spire Healthcare]
Generated description
Spire Healthcare is a major UK-based private hospital and healthcare provider operating a nationwide network of hospitals and clinics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spire Healthcare Target entity description: Spire Healthcare is a major UK-based private hospital and healthcare provider operating a nationwide network of hospitals and clinics.
-
A.
Alliance Healthcare
Alliance Healthcare is a major pharmaceutical wholesaler and healthcare services provider operating across multiple European and international markets.
-
B.
HCA Healthcare
HCA Healthcare is a large American for-profit healthcare company that operates a nationwide network of hospitals and healthcare facilities.
-
C.
Piedmont Healthcare
Piedmont Healthcare is a large, not-for-profit healthcare system based in Georgia that operates hospitals, clinics, and other medical facilities across the region.
-
D.
Health Care Service Corporation
Health Care Service Corporation is a large U.S. customer-owned health insurance company that operates several Blue Cross and Blue Shield plans across multiple states.
-
E.
Coventry Health Care
Coventry Health Care was a U.S.-based managed health care company that provided health insurance plans and related services before being acquired by Aetna.
- 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_69d822e9b9e08190bedcc31a163fda82 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decaa083e481908336d58d026eec32 |
completed | April 14, 2026, 11:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe24b816388190be1127fe34a58d1d |
completed | May 8, 2026, 6 p.m. |
| NEDg | Description generation | batch_69fe265997d481908cf4fe43504c2631 |
completed | May 8, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe26eb085c81909d69d085caacbc6f |
completed | May 8, 2026, 6:09 p.m. |
Created at: April 10, 2026, 1:31 a.m.