Triple
T9475448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Faculty of Communication, Marmara University |
E228504
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Advertising, Marmara University
The Department of Advertising at Marmara University is an academic unit specializing in education and research on advertising, marketing communications, and related media practices.
|
E801188
|
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 Advertising, Marmara University | Statement: [Faculty of Communication, Marmara University, hasDepartment, Department of Advertising, Marmara University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Advertising, Marmara University Context triple: [Faculty of Communication, Marmara University, hasDepartment, Department of Advertising, Marmara University]
-
A.
Marmara University Faculty of Fine Arts
Marmara University Faculty of Fine Arts is a leading art and design faculty in Istanbul, Turkey, known for training prominent artists, designers, and cultural figures.
-
B.
Department of Business Administration, Boğaziçi University
The Department of Business Administration at Boğaziçi University is a leading Turkish academic unit offering undergraduate and graduate education and research in management, finance, marketing, and related business fields.
-
C.
Department of Advertising and Public Relations
The Department of Advertising and Public Relations is an academic unit within the Grady College of Journalism and Mass Communication that focuses on educating students in strategic communication, brand promotion, and media relations.
-
D.
Journalism Institute of Istanbul University
The Journalism Institute of Istanbul University is an academic institution in Turkey specializing in journalism and media studies education and research.
-
E.
Ankara Academy of Economics and Commercial Sciences
The Ankara Academy of Economics and Commercial Sciences was a prominent Turkish higher education institution specializing in economics, finance, and business administration, which later became part of Gazi University.
- 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 Advertising, Marmara University Triple: [Faculty of Communication, Marmara University, hasDepartment, Department of Advertising, Marmara University]
Generated description
The Department of Advertising at Marmara University is an academic unit specializing in education and research on advertising, marketing communications, and related media practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Advertising, Marmara University Target entity description: The Department of Advertising at Marmara University is an academic unit specializing in education and research on advertising, marketing communications, and related media practices.
-
A.
Marmara University Faculty of Fine Arts
Marmara University Faculty of Fine Arts is a leading art and design faculty in Istanbul, Turkey, known for training prominent artists, designers, and cultural figures.
-
B.
Department of Business Administration, Boğaziçi University
The Department of Business Administration at Boğaziçi University is a leading Turkish academic unit offering undergraduate and graduate education and research in management, finance, marketing, and related business fields.
-
C.
Department of Advertising and Public Relations
The Department of Advertising and Public Relations is an academic unit within the Grady College of Journalism and Mass Communication that focuses on educating students in strategic communication, brand promotion, and media relations.
-
D.
Journalism Institute of Istanbul University
The Journalism Institute of Istanbul University is an academic institution in Turkey specializing in journalism and media studies education and research.
-
E.
Ankara Academy of Economics and Commercial Sciences
The Ankara Academy of Economics and Commercial Sciences was a prominent Turkish higher education institution specializing in economics, finance, and business administration, which later became part of Gazi University.
- 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_69ca847162c48190b079076c9595513c |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7ff39f48819087e696c2c1ffe638 |
completed | April 1, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d122dbd4948190af434d1e0a281f35 |
completed | April 4, 2026, 2:40 p.m. |
| NEDg | Description generation | batch_69d124e924d4819093fc8fea75cce4cb |
completed | April 4, 2026, 2:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1253e56b4819096a38ffd094af266 |
completed | April 4, 2026, 2:50 p.m. |
Created at: March 30, 2026, 7:54 p.m.