Triple
T20556952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gyeongsang National University |
E504742
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Business Administration
The Department of Business Administration is an academic unit at Gyeongsang National University that offers education and research programs in management, finance, marketing, and related business fields.
|
E1437550
|
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 Business Administration | Statement: [Gyeongsang National University, hasDepartment, Department of Business Administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Business Administration Context triple: [Gyeongsang National University, hasDepartment, Department of Business Administration]
-
A.
Department of Business Administration
The Department of Business Administration at Korea University’s College of Business and Economics is an academic unit that offers education and research programs in areas such as management, finance, marketing, and organizational studies.
-
B.
Department of Business Administration
The Department of Business Administration is an academic unit that offers education and research in management, marketing, finance, and related business disciplines within the Faculty of Commerce at South Valley University.
-
C.
Department of Business Administration
The Department of Business Administration is an academic unit at Nagoya University's Graduate School of Economics that focuses on research and education in management and business-related fields.
-
D.
Department of Business Administration
The Department of Business Administration is an academic unit at Gazi University that focuses on teaching and research in areas such as management, marketing, finance, and organizational studies within the Faculty of Economics and Administrative Sciences.
-
E.
Department of Business Administration
The Department of Business Administration is an academic unit within the Gies College of Business that offers education and research programs in core areas of business management and organizational leadership.
- 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 Business Administration Triple: [Gyeongsang National University, hasDepartment, Department of Business Administration]
Generated description
The Department of Business Administration is an academic unit at Gyeongsang National University that offers education and research programs in management, finance, marketing, and related business fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Business Administration Target entity description: The Department of Business Administration is an academic unit at Gyeongsang National University that offers education and research programs in management, finance, marketing, and related business fields.
-
A.
Department of Business Administration
The Department of Business Administration at Korea University’s College of Business and Economics is an academic unit that offers education and research programs in areas such as management, finance, marketing, and organizational studies.
-
B.
Department of Business Administration
The Department of Business Administration is an academic unit at Gaziantep University that offers education and research in management, finance, marketing, and related business disciplines.
-
C.
Department of Business Administration
The Department of Business Administration is an academic unit that offers education and research in management, marketing, finance, and related business disciplines within the Faculty of Commerce at South Valley University.
-
D.
Department of Business Administration
The Department of Business Administration is an academic unit at Gazi University that focuses on teaching and research in areas such as management, marketing, finance, and organizational studies within the Faculty of Economics and Administrative Sciences.
-
E.
Department of Business Administration
The Department of Business Administration is an academic unit within the Gies College of Business that offers education and research programs in core areas of business management and organizational leadership.
- 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_69e0b4b6587c8190aee63dc7cff244ea |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a5de9c008190b8620628fb285e90 |
completed | April 20, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08a576d990819099ac2858ea7df968 |
completed | May 16, 2026, 5:12 p.m. |
| NEDg | Description generation | batch_6a08a68c08dc8190a09854800df82686 |
completed | May 16, 2026, 5:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08a7331cc88190a9ed6056e5743e69 |
completed | May 16, 2026, 5:19 p.m. |
Created at: April 16, 2026, 11:38 a.m.