Triple
T4466271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dubbo |
E98384
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Dubbo Base Hospital
Dubbo Base Hospital is a major public healthcare facility in Dubbo, New South Wales, providing a wide range of medical and emergency services to the city and surrounding regional communities.
|
E442355
|
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: Dubbo Base Hospital | Statement: [Dubbo, hasHospital, Dubbo Base Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dubbo Base Hospital Context triple: [Dubbo, hasHospital, Dubbo Base 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.
531st Hospital Center
The 531st Hospital Center is a U.S. Army medical unit that provides command and control for deployed hospital and medical support elements, based out of Fort Campbell, Kentucky.
-
C.
Wuhan Union Hospital
Wuhan Union Hospital is a major comprehensive teaching and research hospital in Wuhan, China, affiliated with Tongji Medical College of Huazhong University of Science and Technology.
-
D.
Huashan Hospital affiliated to Fudan University
Huashan Hospital affiliated to Fudan University is a major teaching and research hospital in Shanghai renowned for its advanced medical services and clinical specialties.
-
E.
Shanghai Jiao Tong University Affiliated Ruijin Hospital
Shanghai Jiao Tong University Affiliated Ruijin Hospital is a major teaching and research hospital in Shanghai renowned for its comprehensive clinical services and medical education.
- 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: Dubbo Base Hospital Triple: [Dubbo, hasHospital, Dubbo Base Hospital]
Generated description
Dubbo Base Hospital is a major public healthcare facility in Dubbo, New South Wales, providing a wide range of medical and emergency services to the city and surrounding regional communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dubbo Base Hospital Target entity description: Dubbo Base Hospital is a major public healthcare facility in Dubbo, New South Wales, providing a wide range of medical and emergency services to the city and surrounding regional communities.
-
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.
531st Hospital Center
The 531st Hospital Center is a U.S. Army medical unit that provides command and control for deployed hospital and medical support elements, based out of Fort Campbell, Kentucky.
-
C.
Wuhan Union Hospital
Wuhan Union Hospital is a major comprehensive teaching and research hospital in Wuhan, China, affiliated with Tongji Medical College of Huazhong University of Science and Technology.
-
D.
Huashan Hospital affiliated to Fudan University
Huashan Hospital affiliated to Fudan University is a major teaching and research hospital in Shanghai renowned for its advanced medical services and clinical specialties.
-
E.
Shanghai Jiao Tong University Affiliated Ruijin Hospital
Shanghai Jiao Tong University Affiliated Ruijin Hospital is a major teaching and research hospital in Shanghai renowned for its comprehensive clinical services and medical education.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356991a588190be2f95fd957d7f99 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b62860151c8190b43465537b154f00 |
completed | March 15, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69b62c3bf15c8190826f93c4c43733e6 |
completed | March 15, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62cbaef8c8190b5d89a607c76eaf7 |
completed | March 15, 2026, 3:51 a.m. |
Created at: March 12, 2026, 11:34 p.m.