Triple
T11553577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Patrick Soon-Shiong |
E273954
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
NantHealth
NantHealth is a healthcare technology company that develops data-driven, cloud-based solutions to improve clinical decision-making and patient care.
|
E932804
|
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: NantHealth | Statement: [Patrick Soon-Shiong, founded, NantHealth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NantHealth Context triple: [Patrick Soon-Shiong, founded, NantHealth]
-
A.
Verinata Health
Verinata Health is a biotechnology company specializing in non-invasive prenatal genetic testing and diagnostics.
-
B.
Tuality Healthcare
Tuality Healthcare is a community-based, nonprofit healthcare system in Oregon that operates hospitals and related medical services in the region.
-
C.
Reid Health
Reid Health is a regional healthcare system and hospital network serving Richmond, Indiana and the surrounding communities with a range of medical services.
-
D.
Alliance Healthcare
Alliance Healthcare is a major pharmaceutical wholesaler and healthcare services provider operating across multiple European and international markets.
-
E.
Flatiron Health
Flatiron Health is a healthcare technology company that specializes in using real-world oncology data and software to improve cancer care and research.
- 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: NantHealth Triple: [Patrick Soon-Shiong, founded, NantHealth]
Generated description
NantHealth is a healthcare technology company that develops data-driven, cloud-based solutions to improve clinical decision-making and patient care.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NantHealth Target entity description: NantHealth is a healthcare technology company that develops data-driven, cloud-based solutions to improve clinical decision-making and patient care.
-
A.
Verinata Health
Verinata Health is a biotechnology company specializing in non-invasive prenatal genetic testing and diagnostics.
-
B.
Tuality Healthcare
Tuality Healthcare is a community-based, nonprofit healthcare system in Oregon that operates hospitals and related medical services in the region.
-
C.
Reid Health
Reid Health is a regional healthcare system and hospital network serving Richmond, Indiana and the surrounding communities with a range of medical services.
-
D.
Alliance Healthcare
Alliance Healthcare is a major pharmaceutical wholesaler and healthcare services provider operating across multiple European and international markets.
-
E.
Flatiron Health
Flatiron Health is a healthcare technology company that specializes in using real-world oncology data and software to improve cancer care and research.
- 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_69d6aae4dfa48190a3ab0b19a159a3c5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d88a85b9ac8190a57c1fdaeacbe3d6 |
completed | April 10, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6e851a6688190996580a077496833 |
completed | April 21, 2026, 3 a.m. |
| NEDg | Description generation | batch_69e6ef93e7d88190af3853b82de23c1b |
completed | April 21, 2026, 3:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6f9144afc819081ee7f78e32ad39a |
completed | April 21, 2026, 4:12 a.m. |
Created at: April 8, 2026, 9:37 p.m.