Triple
T22954329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pingtung City |
E570111
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | National Pingtung University of Science and Technology (administrative links, regionally associated) |
—
|
NE NERFINISHED |
How this triple was built (3 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 Pingtung University of Science and Technology (administrative links, regionally associated) | Statement: [Pingtung City, hasHigherEducationInstitution, National Pingtung University of Science and Technology (administrative links, regionally associated)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Pingtung University of Science and Technology (administrative links, regionally associated) Context triple: [Pingtung City, hasHigherEducationInstitution, National Pingtung University of Science and Technology (administrative links, regionally associated)]
-
A.
National Taipei University of Business (Linkou Campus)
National Taipei University of Business (Linkou Campus) is a branch campus of Taiwan’s leading public business-focused university, offering specialized business and management programs in New Taipei City’s Linkou District.
-
B.
National Taipei University of Technology area
The National Taipei University of Technology area is an urban university district in central Taipei known for its engineering-focused campus, student life, and proximity to major commercial and transportation hubs.
-
C.
Southern Taiwan University of Science and Technology
Southern Taiwan University of Science and Technology is a private technical and vocational university in Tainan, Taiwan, known for its engineering, management, and design programs.
-
D.
National Taipei University of Education (border area)
National Taipei University of Education (border area) refers to the peripheral campus area of a teacher-training university in central Taipei known for its focus on education and related disciplines.
-
E.
National Yunlin University of Science and Technology
National Yunlin University of Science and Technology is a public technological and vocational university in Taiwan known for its strong engineering, design, and management programs.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Pingtung University of Science and Technology (administrative links, regionally associated) Target entity description: National Pingtung University of Science and Technology is a Taiwanese public university known for its programs and research in agriculture, environmental science, engineering, and related applied sciences.
-
A.
National Taipei University of Business (Linkou Campus)
National Taipei University of Business (Linkou Campus) is a branch campus of Taiwan’s leading public business-focused university, offering specialized business and management programs in New Taipei City’s Linkou District.
-
B.
National Taipei University of Technology area
The National Taipei University of Technology area is an urban university district in central Taipei known for its engineering-focused campus, student life, and proximity to major commercial and transportation hubs.
-
C.
Southern Taiwan University of Science and Technology
Southern Taiwan University of Science and Technology is a private technical and vocational university in Tainan, Taiwan, known for its engineering, management, and design programs.
-
D.
National Taipei University of Education (border area)
National Taipei University of Education (border area) refers to the peripheral campus area of a teacher-training university in central Taipei known for its focus on education and related disciplines.
-
E.
National Yunlin University of Science and Technology
National Yunlin University of Science and Technology is a public technological and vocational university in Taiwan known for its strong engineering, design, and management programs.
- F. None of above. chosen
Provenance (2 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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181ef7db4819093ab8117ed53c174 |
completed | April 29, 2026, 3:58 a.m. |
Created at: April 17, 2026, 3:46 p.m.