Triple
T22954328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pingtung City |
E570111
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
National Pingtung University
National Pingtung University is a public university in southern Taiwan known for its programs in education, humanities, management, and technological studies.
|
E1562813
|
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 Pingtung University | Statement: [Pingtung City, hasHigherEducationInstitution, National Pingtung University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Pingtung University Context triple: [Pingtung City, hasHigherEducationInstitution, National Pingtung University]
-
A.
National Chiayi University
National Chiayi University is a public research university in Taiwan known for its programs in agriculture, education, and management.
-
B.
National Dong Hwa University
National Dong Hwa University is a public research university in eastern Taiwan known for its scenic campus and comprehensive academic programs across the humanities, sciences, and engineering.
-
C.
Tunghai University
Tunghai University is a prominent private research university in Taichung, Taiwan, known for its scenic campus and the iconic Luce Memorial Chapel.
-
D.
Yuan Ze University
Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management programs.
-
E.
National University of Tainan
National University of Tainan is a public research university in Tainan, Taiwan, known for its strengths in education, humanities, and the arts.
- 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 Pingtung University Triple: [Pingtung City, hasHigherEducationInstitution, National Pingtung University]
Generated description
National Pingtung University is a public university in southern Taiwan known for its programs in education, humanities, management, and technological studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Pingtung University Target entity description: National Pingtung University is a public university in southern Taiwan known for its programs in education, humanities, management, and technological studies.
-
A.
National Chiayi University
National Chiayi University is a public research university in Taiwan known for its programs in agriculture, education, and management.
-
B.
National Dong Hwa University
National Dong Hwa University is a public research university in eastern Taiwan known for its scenic campus and comprehensive academic programs across the humanities, sciences, and engineering.
-
C.
Tunghai University
Tunghai University is a prominent private research university in Taichung, Taiwan, known for its scenic campus and the iconic Luce Memorial Chapel.
-
D.
Yuan Ze University
Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management programs.
-
E.
National University of Tainan
National University of Tainan is a public research university in Tainan, Taiwan, known for its strengths in education, humanities, and the arts.
- 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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181ef7db4819093ab8117ed53c174 |
completed | April 29, 2026, 3:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bca19d3088190b62c3c71d7c5fa47 |
completed | May 19, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_6a0bcaf9d50481908e4c451048f4018a |
completed | May 19, 2026, 2:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bcb5f72708190b4829fd6c3447879 |
completed | May 19, 2026, 2:30 a.m. |
Created at: April 17, 2026, 3:46 p.m.