Triple
T7199258
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Central University |
E168696
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
College of Hakka Studies
The College of Hakka Studies is an academic unit at National Central University in Taiwan dedicated to research, teaching, and preservation of Hakka language, culture, and related social issues.
|
E648715
|
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 Hakka Studies | Statement: [National Central University, hasFaculty, College of Hakka Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Hakka Studies Context triple: [National Central University, hasFaculty, College of Hakka Studies]
-
A.
Kwang Hua University
Kwang Hua University was a former Chinese higher education institution whose legacy contributed to the establishment of East China Normal University.
-
B.
New Asia College
New Asia College is one of the constituent colleges of The Chinese University of Hong Kong, known for its strong emphasis on Chinese culture, humanities, and whole-person education.
-
C.
Huaqiao University
Huaqiao University is a prominent public university in China known for serving overseas Chinese communities and emphasizing international education and cultural exchange.
-
D.
Faculty of Oriental Learning
The Faculty of Oriental Learning is an academic division of the University of the Punjab specializing in the study and research of classical and oriental languages, literature, and related cultural traditions.
-
E.
Institute of Oriental Studies
The Institute of Oriental Studies is an academic department dedicated to the research and teaching of Asian and Middle Eastern languages, cultures, histories, and societies.
- 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 Hakka Studies Triple: [National Central University, hasFaculty, College of Hakka Studies]
Generated description
The College of Hakka Studies is an academic unit at National Central University in Taiwan dedicated to research, teaching, and preservation of Hakka language, culture, and related social issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: College of Hakka Studies Target entity description: The College of Hakka Studies is an academic unit at National Central University in Taiwan dedicated to research, teaching, and preservation of Hakka language, culture, and related social issues.
-
A.
Kwang Hua University
Kwang Hua University was a former Chinese higher education institution whose legacy contributed to the establishment of East China Normal University.
-
B.
New Asia College
New Asia College is one of the constituent colleges of The Chinese University of Hong Kong, known for its strong emphasis on Chinese culture, humanities, and whole-person education.
-
C.
Huaqiao University
Huaqiao University is a prominent public university in China known for serving overseas Chinese communities and emphasizing international education and cultural exchange.
-
D.
Faculty of Oriental Learning
The Faculty of Oriental Learning is an academic division of the University of the Punjab specializing in the study and research of classical and oriental languages, literature, and related cultural traditions.
-
E.
Institute of Oriental Studies
The Institute of Oriental Studies is an academic department dedicated to the research and teaching of Asian and Middle Eastern languages, cultures, histories, and societies.
- 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_69c68a5376748190bb500f03df86e93e |
completed | March 27, 2026, 1:46 p.m. |
| NER | Named-entity recognition | batch_69c6e92b8bc08190bfcdd34ce42e3448 |
completed | March 27, 2026, 8:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bfac10c88190ad83da6a137abd27 |
completed | March 28, 2026, 11:46 a.m. |
| NEDg | Description generation | batch_69c7c039bb708190b4ac14e19974774a |
completed | March 28, 2026, 11:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7c123c4b48190a76fb869f7abc553 |
completed | March 28, 2026, 11:53 a.m. |
Created at: March 27, 2026, 2:52 p.m.