Triple
T7376830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Ulsan |
E170145
|
entity |
| Predicate | hasGraduateSchool |
P113
|
FINISHED |
| Object |
Graduate School of Business Administration
The Graduate School of Business Administration is a postgraduate institution at the University of Ulsan specializing in advanced business and management education and research.
|
E659976
|
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: Graduate School of Business Administration | Statement: [University of Ulsan, hasGraduateSchool, Graduate School of Business Administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Graduate School of Business Administration Context triple: [University of Ulsan, hasGraduateSchool, Graduate School of Business Administration]
-
A.
Graduate School of Business Administration
The Graduate School of Business Administration is Kobe University's advanced academic division specializing in research and education in business and management.
-
B.
Graduate School of Business Administration
The Graduate School of Business Administration is Ritsumeikan University's postgraduate institution specializing in advanced management and business education and research.
-
C.
Graduate School of Business Administration
The Graduate School of Business Administration is Hosei University's advanced program specializing in graduate-level education and research in business and management.
-
D.
Graduate School of Business Administration
The Graduate School of Business Administration is a postgraduate program at Kobe Gakuin University specializing in advanced studies and research in business and management.
-
E.
Graduate School of Business Administration
The Graduate School of Business Administration is a postgraduate program at Setsunan University specializing in advanced education and research in business and management.
- 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: Graduate School of Business Administration Triple: [University of Ulsan, hasGraduateSchool, Graduate School of Business Administration]
Generated description
The Graduate School of Business Administration is a postgraduate institution at the University of Ulsan specializing in advanced business and management education and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Graduate School of Business Administration Target entity description: The Graduate School of Business Administration is a postgraduate institution at the University of Ulsan specializing in advanced business and management education and research.
-
A.
Graduate School of Business Administration
The Graduate School of Business Administration is a postgraduate program at Setsunan University specializing in advanced education and research in business and management.
-
B.
Graduate School of Business Administration
The Graduate School of Business Administration is a postgraduate program at Kobe Gakuin University specializing in advanced studies and research in business and management.
-
C.
Graduate School of Business Administration
The Graduate School of Business Administration is Ritsumeikan University's postgraduate institution specializing in advanced management and business education and research.
-
D.
Graduate School of Business Administration
The Graduate School of Business Administration is Hosei University's advanced program specializing in graduate-level education and research in business and management.
-
E.
Graduate School of Business Administration
The Graduate School of Business Administration is Kobe University's advanced academic division specializing in research and education in business and management.
- 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_69c68a5bfaac81909ce7f001dfb70c76 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f1a8b18c8190ad1a19521eda2319 |
completed | March 27, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802d15a8481908e43701459607276 |
completed | March 28, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69c803ad72308190a9640f2fb043daab |
completed | March 28, 2026, 4:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8043121988190b7c9ea0f786296c2 |
completed | March 28, 2026, 4:39 p.m. |
Created at: March 27, 2026, 3:07 p.m.