Triple
T11306661
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Novato, California |
E267730
|
entity |
| Predicate | hasEmployer |
P7
|
FINISHED |
| Object |
BioMarin Pharmaceutical
BioMarin Pharmaceutical is a biotechnology company specializing in developing and commercializing therapies for rare genetic diseases.
|
E917097
|
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: BioMarin Pharmaceutical | Statement: [Novato, California, hasEmployer, BioMarin Pharmaceutical]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BioMarin Pharmaceutical Context triple: [Novato, California, hasEmployer, BioMarin Pharmaceutical]
-
A.
Biogen
Biogen is a major American biotechnology company known for developing therapies for neurological and neurodegenerative diseases.
-
B.
Amgen
Amgen is a leading American biopharmaceutical company known for developing innovative therapies in areas such as oncology, nephrology, and inflammatory diseases.
-
C.
Genzyme
Genzyme is a biotechnology company best known for developing treatments for rare genetic disorders and other specialty diseases.
-
D.
Alnylam Pharmaceuticals
Alnylam Pharmaceuticals is a biopharmaceutical company specializing in the development of RNA interference (RNAi)-based therapeutics for genetically defined diseases.
-
E.
Regeneron Pharmaceuticals
Regeneron Pharmaceuticals is a leading American biotechnology company known for developing innovative antibody-based therapies for serious diseases, including eye disorders, cancer, and inflammatory conditions.
- 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: BioMarin Pharmaceutical Triple: [Novato, California, hasEmployer, BioMarin Pharmaceutical]
Generated description
BioMarin Pharmaceutical is a biotechnology company specializing in developing and commercializing therapies for rare genetic diseases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: BioMarin Pharmaceutical Target entity description: BioMarin Pharmaceutical is a biotechnology company specializing in developing and commercializing therapies for rare genetic diseases.
-
A.
Biogen
Biogen is a major American biotechnology company known for developing therapies for neurological and neurodegenerative diseases.
-
B.
Amgen
Amgen is a leading American biopharmaceutical company known for developing innovative therapies in areas such as oncology, nephrology, and inflammatory diseases.
-
C.
Genzyme
Genzyme is a biotechnology company best known for developing treatments for rare genetic disorders and other specialty diseases.
-
D.
Alnylam Pharmaceuticals
Alnylam Pharmaceuticals is a biopharmaceutical company specializing in the development of RNA interference (RNAi)-based therapeutics for genetically defined diseases.
-
E.
Regeneron Pharmaceuticals
Regeneron Pharmaceuticals is a leading American biotechnology company known for developing innovative antibody-based therapies for serious diseases, including eye disorders, cancer, and inflammatory conditions.
- 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_69d6aaca5c24819083db46a30d86cb34 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a7255c81909675fe9ad6d71934 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a62ceec8190af25edf44c5fc1e9 |
completed | April 19, 2026, 5:01 p.m. |
| NEDg | Description generation | batch_69e510fb1e288190a7a38fe896d7b91d |
completed | April 19, 2026, 5:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e516bec3e481909cbd0d9c683d2191 |
completed | April 19, 2026, 5:54 p.m. |
Created at: April 8, 2026, 9:32 p.m.