Triple
T2161375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berkeley Engineering |
E46807
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Bioengineering
The Department of Bioengineering at UC Berkeley is an academic unit that integrates engineering, biology, and medicine to advance research and education in areas such as biomedical devices, synthetic biology, and computational biology.
|
E239452
|
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: Department of Bioengineering | Statement: [Berkeley Engineering, hasDepartment, Department of Bioengineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Bioengineering Context triple: [Berkeley Engineering, hasDepartment, Department of Bioengineering]
-
A.
Department of Biomedical Engineering
The Department of Biomedical Engineering is an academic unit at McGill University that focuses on applying engineering principles and technologies to advance medical research, healthcare, and human health.
-
B.
Department of Biomedical Engineering
The Department of Biomedical Engineering is an academic unit at Duke University's Pratt School of Engineering that focuses on applying engineering principles to advance medical and biological research, healthcare technologies, and clinical practice.
-
C.
Department of Biological Engineering
The Department of Biological Engineering at MIT is an academic unit that integrates engineering principles with molecular and cellular biology to advance research and education in areas such as biotechnology, human health, and environmental systems.
-
D.
Institute of Biomedical Engineering
The Institute of Biomedical Engineering is a graduate-level research and education center at Boğaziçi University focused on developing and applying engineering principles and technologies to solve problems in medicine and biology.
-
E.
School of Biomedical Engineering
The School of Biomedical Engineering is an academic unit of Shanghai Jiao Tong University dedicated to education and research at the intersection of engineering, medicine, and life sciences.
- 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: Department of Bioengineering Triple: [Berkeley Engineering, hasDepartment, Department of Bioengineering]
Generated description
The Department of Bioengineering at UC Berkeley is an academic unit that integrates engineering, biology, and medicine to advance research and education in areas such as biomedical devices, synthetic biology, and computational biology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Bioengineering Target entity description: The Department of Bioengineering at UC Berkeley is an academic unit that integrates engineering, biology, and medicine to advance research and education in areas such as biomedical devices, synthetic biology, and computational biology.
-
A.
Department of Biomedical Engineering
The Department of Biomedical Engineering is an academic unit at McGill University that focuses on applying engineering principles and technologies to advance medical research, healthcare, and human health.
-
B.
Department of Biomedical Engineering
The Department of Biomedical Engineering is an academic unit at Duke University's Pratt School of Engineering that focuses on applying engineering principles to advance medical and biological research, healthcare technologies, and clinical practice.
-
C.
Department of Biological Engineering
The Department of Biological Engineering at MIT is an academic unit that integrates engineering principles with molecular and cellular biology to advance research and education in areas such as biotechnology, human health, and environmental systems.
-
D.
Institute of Biomedical Engineering
The Institute of Biomedical Engineering is a graduate-level research and education center at Boğaziçi University focused on developing and applying engineering principles and technologies to solve problems in medicine and biology.
-
E.
School of Biomedical Engineering
The School of Biomedical Engineering is an academic unit of Shanghai Jiao Tong University dedicated to education and research at the intersection of engineering, medicine, and life sciences.
- 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_69a88a184cbc8190877791f6552c2484 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe89e6ac8190b4b4bc0be4fe7aa9 |
completed | March 7, 2026, 5:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58ec0a7481909bc3e751de31e4d7 |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae59c3e0008190942715e0c44ca206 |
completed | March 9, 2026, 5:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a446350819080cdacd9a98f8de2 |
completed | March 9, 2026, 5:27 a.m. |
Created at: March 4, 2026, 7:45 p.m.