Triple
T1662388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Irvine |
E35936
|
entity |
| Predicate | hasMajorEmployer |
P588
|
FINISHED |
| Object |
Edwards Lifesciences
Edwards Lifesciences is a global medical technology company best known for its innovations in heart valves and critical care monitoring systems.
|
E188787
|
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: Edwards Lifesciences | Statement: [Irvine, hasMajorEmployer, Edwards Lifesciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edwards Lifesciences Context triple: [Irvine, hasMajorEmployer, Edwards Lifesciences]
-
A.
Medtronic
Medtronic is a global medical technology company known for developing and manufacturing devices and therapies to treat a wide range of chronic diseases and conditions.
-
B.
Boston Scientific
Boston Scientific is a global medical technology company known for developing and manufacturing minimally invasive medical devices, particularly in cardiology and other interventional specialties.
-
C.
Stryker Corporation
Stryker Corporation is a major American medical technology company specializing in orthopedic implants, surgical equipment, and other healthcare devices and services.
-
D.
Zimmer Biomet
Zimmer Biomet is a global medical device company specializing in orthopedic implants, joint replacement technologies, and related surgical products.
-
E.
Danaher Corporation
Danaher Corporation is a diversified global science and technology conglomerate known for its portfolio of life sciences, diagnostics, and industrial solutions businesses.
- 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: Edwards Lifesciences Triple: [Irvine, hasMajorEmployer, Edwards Lifesciences]
Generated description
Edwards Lifesciences is a global medical technology company best known for its innovations in heart valves and critical care monitoring systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edwards Lifesciences Target entity description: Edwards Lifesciences is a global medical technology company best known for its innovations in heart valves and critical care monitoring systems.
-
A.
Medtronic
Medtronic is a global medical technology company known for developing and manufacturing devices and therapies to treat a wide range of chronic diseases and conditions.
-
B.
Boston Scientific
Boston Scientific is a global medical technology company known for developing and manufacturing minimally invasive medical devices, particularly in cardiology and other interventional specialties.
-
C.
Stryker Corporation
Stryker Corporation is a major American medical technology company specializing in orthopedic implants, surgical equipment, and other healthcare devices and services.
-
D.
Zimmer Biomet
Zimmer Biomet is a global medical device company specializing in orthopedic implants, joint replacement technologies, and related surgical products.
-
E.
Danaher Corporation
Danaher Corporation is a diversified global science and technology conglomerate known for its portfolio of life sciences, diagnostics, and industrial solutions businesses.
- 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_69a88606aa808190aa0b421b4271f220 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90ab3bd7081908d15d772b10aebbe |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad682ab8a08190bdb33d79d5083029 |
completed | March 8, 2026, 12:14 p.m. |
| NEDg | Description generation | batch_69ad6be91e1c8190b3db2ba019e77ee3 |
completed | March 8, 2026, 12:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad6d161bd08190a7087d61f2d3a45e |
completed | March 8, 2026, 12:35 p.m. |
Created at: March 4, 2026, 7:29 p.m.