Triple
T11820468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Taiwan University |
E281111
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
College of Management
The College of Management at National Taiwan University is a leading business school in Taiwan, offering comprehensive education and research programs in business, finance, and management.
|
E948267
|
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: College of Management | Statement: [National Taiwan University, hasFaculty, College of Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Management Context triple: [National Taiwan University, hasFaculty, College of Management]
-
A.
College of Management
The College of Management is the business school of the University of Massachusetts Boston, offering undergraduate and graduate programs in areas such as business administration, management, and related fields.
-
B.
College of Management
The College of Management is a business and management education faculty within Shenzhen University, offering programs and research in areas such as management, finance, and related disciplines.
-
C.
College of Management
The College of Management at National Central University is an academic unit specializing in business and management education and research within the university.
-
D.
School of Management
The School of Management at the University of Alaska Fairbanks is a business-focused academic unit offering undergraduate and graduate programs in areas such as management, accounting, and economics, often emphasizing Alaska’s unique economic and organizational environment.
-
E.
School of Management
The School of Management is an academic unit of the China University of Mining and Technology that focuses on education and research in management and related disciplines.
- 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: College of Management Triple: [National Taiwan University, hasFaculty, College of Management]
Generated description
The College of Management at National Taiwan University is a leading business school in Taiwan, offering comprehensive education and research programs in business, finance, and management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: College of Management Target entity description: The College of Management at National Taiwan University is a leading business school in Taiwan, offering comprehensive education and research programs in business, finance, and management.
-
A.
College of Management
The College of Management is the business school of the University of Massachusetts Boston, offering undergraduate and graduate programs in areas such as business administration, management, and related fields.
-
B.
College of Management
The College of Management is a business and management education faculty within Shenzhen University, offering programs and research in areas such as management, finance, and related disciplines.
-
C.
College of Management
The College of Management at National Central University is an academic unit specializing in business and management education and research within the university.
-
D.
School of Management
The School of Management at Binghamton University is the university’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
E.
School of Management
The School of Management is an academic unit of UP Mindanao that offers programs and research in business, management, and related fields.
- 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_69d6ab26aae88190b2489efcb2a24234 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5e87e488190905bc3bb6d721e56 |
completed | April 10, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f131e1891081909cfbd9e2eb168808 |
completed | April 28, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_69f14e8a1b788190a1704d6e102342e3 |
completed | April 29, 2026, 12:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f15715a1588190ba0ec21647adc57c |
completed | April 29, 2026, 12:55 a.m. |
Created at: April 8, 2026, 9:42 p.m.