Triple
T1603721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hakka |
E34449
|
entity |
| Predicate | taughtAt |
P1203
|
FINISHED |
| Object |
National Hakka University (Taiwan, planned/related institutions)
National Hakka University is a planned higher-education institution in Taiwan focused on Hakka language, culture, and related academic fields.
|
E181227
|
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: National Hakka University (Taiwan, planned/related institutions) | Statement: [Hakka, taughtAt, National Hakka University (Taiwan, planned/related institutions)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Hakka University (Taiwan, planned/related institutions) Context triple: [Hakka, taughtAt, National Hakka University (Taiwan, planned/related institutions)]
-
A.
Ma Chung University
Ma Chung University is a private university located in Malang, Indonesia, known for its focus on entrepreneurship, applied sciences, and industry-oriented education.
-
B.
The Chinese University of Hong Kong
The Chinese University of Hong Kong is a major public research university in Hong Kong known for its bilingual education, collegiate system, and strong emphasis on both Chinese and international scholarship.
-
C.
The University of Hong Kong
The University of Hong Kong is a leading public research university in Hong Kong renowned for its strong academic reputation, international outlook, and historic status as the territory’s oldest tertiary institution.
-
D.
Hong Kong University of Science and Technology
Hong Kong University of Science and Technology is a leading public research university in Hong Kong known for its strengths in science, engineering, business, and technology innovation.
-
E.
National Central University
National Central University is a leading public research university in Taiwan known for its strengths in science, engineering, and humanities.
- 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: National Hakka University (Taiwan, planned/related institutions) Triple: [Hakka, taughtAt, National Hakka University (Taiwan, planned/related institutions)]
Generated description
National Hakka University is a planned higher-education institution in Taiwan focused on Hakka language, culture, and related academic fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Hakka University (Taiwan, planned/related institutions) Target entity description: National Hakka University is a planned higher-education institution in Taiwan focused on Hakka language, culture, and related academic fields.
-
A.
Ma Chung University
Ma Chung University is a private university located in Malang, Indonesia, known for its focus on entrepreneurship, applied sciences, and industry-oriented education.
-
B.
The Chinese University of Hong Kong
The Chinese University of Hong Kong is a major public research university in Hong Kong known for its bilingual education, collegiate system, and strong emphasis on both Chinese and international scholarship.
-
C.
The University of Hong Kong
The University of Hong Kong is a leading public research university in Hong Kong renowned for its strong academic reputation, international outlook, and historic status as the territory’s oldest tertiary institution.
-
D.
Hong Kong University of Science and Technology
Hong Kong University of Science and Technology is a leading public research university in Hong Kong known for its strengths in science, engineering, business, and technology innovation.
-
E.
National Central University
National Central University is a leading public research university in Taiwan known for its strengths in science, engineering, and humanities.
- 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_69a885fea6a481909fe83ba6441f1774 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9094f96ec819090286c21b3dfddd5 |
completed | March 5, 2026, 4:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad46ae8ef08190acf018f1db4bfa7c |
completed | March 8, 2026, 9:51 a.m. |
| NEDg | Description generation | batch_69ad4827c51c8190b07f4e07ba710c9d |
completed | March 8, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad487f5ce08190a72efddc64bd496c |
completed | March 8, 2026, 9:59 a.m. |
Created at: March 4, 2026, 7:28 p.m.