Triple
T11820493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Taiwan University |
E281111
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
National Taiwan University Hospital
National Taiwan University Hospital is a major teaching and research medical center in Taipei, widely regarded as one of Taiwan’s leading hospitals.
|
E281111
|
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 Taiwan University Hospital | Statement: [National Taiwan University, hasHospital, National Taiwan University Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Taiwan University Hospital Context triple: [National Taiwan University, hasHospital, National Taiwan University Hospital]
-
A.
Sun Yat-sen Memorial Hospital
Sun Yat-sen Memorial Hospital is a major teaching and research hospital in China affiliated with Sun Yat-sen University.
-
B.
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.
-
C.
National Taiwan University
National Taiwan University is Taiwan’s leading public research university, renowned for its rigorous academics and significant contributions to science, technology, and the humanities.
-
D.
National Chiao Tung University
National Chiao Tung University is a leading Taiwanese research university renowned for its strengths in engineering, computer science, and technology innovation.
-
E.
National Cheng Kung University
National Cheng Kung University is a leading public research university in southern Taiwan renowned for its engineering, science, and technology programs.
- 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 Taiwan University Hospital Triple: [National Taiwan University, hasHospital, National Taiwan University Hospital]
Generated description
National Taiwan University Hospital is a major teaching and research medical center in Taipei, widely regarded as one of Taiwan’s leading hospitals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Taiwan University Hospital Target entity description: National Taiwan University Hospital is a major teaching and research medical center in Taipei, widely regarded as one of Taiwan’s leading hospitals.
-
A.
Sun Yat-sen Memorial Hospital
Sun Yat-sen Memorial Hospital is a major teaching and research hospital in China affiliated with Sun Yat-sen University.
-
B.
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.
-
C.
National Taiwan University
chosen
National Taiwan University is Taiwan’s leading public research university, renowned for its rigorous academics and significant contributions to science, technology, and the humanities.
-
D.
National Chiao Tung University
National Chiao Tung University is a leading Taiwanese research university renowned for its strengths in engineering, computer science, and technology innovation.
-
E.
National Cheng Kung University
National Cheng Kung University is a leading public research university in southern Taiwan renowned for its engineering, science, and technology programs.
- F. None of above.
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.