Triple
T11568117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Faculty of Engineering, Marmara University |
E274307
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Bioengineering, Marmara University
The Department of Bioengineering at Marmara University is an academic unit that focuses on applying engineering principles to biological systems, healthcare technologies, and biotechnology research and education.
|
E933889
|
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, Marmara University | Statement: [Faculty of Engineering, Marmara University, hasDepartment, Department of Bioengineering, Marmara University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Bioengineering, Marmara University Context triple: [Faculty of Engineering, Marmara University, hasDepartment, Department of Bioengineering, Marmara University]
-
A.
Bioengineering Department, Istanbul University
The Bioengineering Department at Istanbul University is an academic unit within the university’s Faculty of Engineering that focuses on applying engineering principles to biological systems, healthcare, and biotechnology.
-
B.
Department of Bioengineering
The Department of Bioengineering at Nagaoka University of Technology is an academic unit focused on applying engineering principles to biological and medical systems through education and research.
-
C.
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.
-
D.
Mechanical Engineering Department, Istanbul University
The Mechanical Engineering Department at Istanbul University is an academic unit that offers education and conducts research in mechanical engineering within the university’s Faculty of Engineering.
-
E.
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.
- 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, Marmara University Triple: [Faculty of Engineering, Marmara University, hasDepartment, Department of Bioengineering, Marmara University]
Generated description
The Department of Bioengineering at Marmara University is an academic unit that focuses on applying engineering principles to biological systems, healthcare technologies, and biotechnology research and education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Bioengineering, Marmara University Target entity description: The Department of Bioengineering at Marmara University is an academic unit that focuses on applying engineering principles to biological systems, healthcare technologies, and biotechnology research and education.
-
A.
Bioengineering Department, Istanbul University
The Bioengineering Department at Istanbul University is an academic unit within the university’s Faculty of Engineering that focuses on applying engineering principles to biological systems, healthcare, and biotechnology.
-
B.
Department of Bioengineering
The Department of Bioengineering at Nagaoka University of Technology is an academic unit focused on applying engineering principles to biological and medical systems through education and research.
-
C.
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.
-
D.
Mechanical Engineering Department, Istanbul University
The Mechanical Engineering Department at Istanbul University is an academic unit that offers education and conducts research in mechanical engineering within the university’s Faculty of Engineering.
-
E.
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.
- 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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d88dd4305c8190ac5ff490b6b63e12 |
completed | April 10, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6e8c9a22c8190812c64b9f305ae99 |
completed | April 21, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_69e6ef9631e48190aef47bba9ad611e8 |
completed | April 21, 2026, 3:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6f94ac2d0819098a3024eaab908b5 |
completed | April 21, 2026, 4:12 a.m. |
Created at: April 8, 2026, 9:37 p.m.