Triple
T13066110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Suranaree University of Technology |
E329327
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Suranaree University of Technology Hospital
Suranaree University of Technology Hospital is a teaching and research hospital in Thailand that provides medical services while supporting the clinical education and training of Suranaree University of Technology’s health-related programs.
|
E1017495
|
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: Suranaree University of Technology Hospital | Statement: [Suranaree University of Technology, hasHospital, Suranaree University of Technology Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Suranaree University of Technology Hospital Context triple: [Suranaree University of Technology, hasHospital, Suranaree University of Technology Hospital]
-
A.
Rajavithi Hospital
Rajavithi Hospital is a major public medical center in Bangkok, Thailand, known for providing comprehensive healthcare services and serving as a key teaching hospital.
-
B.
Nonthaburi Hospital
Nonthaburi Hospital is a major public medical center in central Thailand that provides comprehensive healthcare services to residents of Nonthaburi and surrounding areas.
-
C.
King Chulalongkorn Memorial Hospital
King Chulalongkorn Memorial Hospital is a major public teaching and referral hospital in Bangkok, Thailand, renowned for its advanced medical services and role in medical education and research.
-
D.
Pranangklao Hospital
Pranangklao Hospital is a major public medical center in Nonthaburi Province, Thailand, providing comprehensive healthcare services to the regional population.
-
E.
Ramathibodi Hospital
Ramathibodi Hospital is a major teaching and referral hospital in Bangkok, Thailand, affiliated with Mahidol University’s Faculty of Medicine.
- 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: Suranaree University of Technology Hospital Triple: [Suranaree University of Technology, hasHospital, Suranaree University of Technology Hospital]
Generated description
Suranaree University of Technology Hospital is a teaching and research hospital in Thailand that provides medical services while supporting the clinical education and training of Suranaree University of Technology’s health-related programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Suranaree University of Technology Hospital Target entity description: Suranaree University of Technology Hospital is a teaching and research hospital in Thailand that provides medical services while supporting the clinical education and training of Suranaree University of Technology’s health-related programs.
-
A.
Rajavithi Hospital
Rajavithi Hospital is a major public medical center in Bangkok, Thailand, known for providing comprehensive healthcare services and serving as a key teaching hospital.
-
B.
Nonthaburi Hospital
Nonthaburi Hospital is a major public medical center in central Thailand that provides comprehensive healthcare services to residents of Nonthaburi and surrounding areas.
-
C.
King Chulalongkorn Memorial Hospital
King Chulalongkorn Memorial Hospital is a major public teaching and referral hospital in Bangkok, Thailand, renowned for its advanced medical services and role in medical education and research.
-
D.
Pranangklao Hospital
Pranangklao Hospital is a major public medical center in Nonthaburi Province, Thailand, providing comprehensive healthcare services to the regional population.
-
E.
Ramathibodi Hospital
Ramathibodi Hospital is a major teaching and referral hospital in Bangkok, Thailand, affiliated with Mahidol University’s Faculty of Medicine.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980eb81948190b27eb9ae19978079 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbe7abd0819085645e29d43493dd |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cd3d5090819091b65f544ad139fd |
completed | May 3, 2026, 4:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6cdc8d52c819083717a455d589646 |
completed | May 3, 2026, 4:23 a.m. |
Created at: April 9, 2026, 8:59 p.m.