Triple
T7173203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chonnam National University |
E167252
|
entity |
| Predicate | hasGraduateSchool |
P113
|
FINISHED |
| Object |
Graduate School of Business
The Graduate School of Business at Chonnam National University is a specialized graduate institution offering advanced education and research programs in business and management.
|
E646723
|
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 | Statement: [Chonnam National University, hasGraduateSchool, Graduate School of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Graduate School of Business Context triple: [Chonnam National University, hasGraduateSchool, Graduate School of Business]
-
A.
Graduate School of Business
The Graduate School of Business at Yonsei University is a leading South Korean institution offering advanced management and business education, including MBA and related graduate programs.
-
B.
Graduate School of Business
The Graduate School of Business at Doshisha University is a postgraduate institution in Japan specializing in advanced education and research in business and management.
-
C.
Graduate School of Business
The Graduate School of Business at the University of Zambia is a postgraduate institution specializing in advanced business and management education and research.
-
D.
Graduate School of Business
The Graduate School of Business at the University of Cape Town is a leading African business school known for its MBA and executive education programs focused on emerging markets and leadership development.
-
E.
Graduate School of Business
The Graduate School of Business is Seoul National University's specialized institution for 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 Triple: [Chonnam National University, hasGraduateSchool, Graduate School of Business]
Generated description
The Graduate School of Business at Chonnam National University is a specialized graduate institution offering advanced education and research programs in business and management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Graduate School of Business Target entity description: The Graduate School of Business at Chonnam National University is a specialized graduate institution offering advanced education and research programs in business and management.
-
A.
Graduate School of Business
The Graduate School of Business at Chungnam National University is a specialized institution offering advanced education and research programs in business and management for graduate students and professionals.
-
B.
Graduate School of Business
The Graduate School of Business is Seoul National University's specialized institution for advanced education and research in business and management.
-
C.
Graduate School of Business
The Graduate School of Business at Yonsei University is a leading South Korean institution offering advanced management and business education, including MBA and related graduate programs.
-
D.
Graduate School of Business
The Graduate School of Business at Doshisha University is a postgraduate institution in Japan specializing in advanced education and research in business and management.
-
E.
Graduate School of Business
The Graduate School of Business at the University of Zambia is a postgraduate institution specializing in advanced business and management education and research.
- 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_69c68889a2748190a316c5e65360361a |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e88c5b708190ab81622ea82c2d23 |
completed | March 27, 2026, 8:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7b921b1e48190b25c1337f6187174 |
completed | March 28, 2026, 11:18 a.m. |
| NEDg | Description generation | batch_69c7b9b0867081909be41ffb8b088e16 |
completed | March 28, 2026, 11:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7ba1a770c819085a25eb796312822 |
completed | March 28, 2026, 11:23 a.m. |
Created at: March 27, 2026, 2:48 p.m.