Triple
T9049452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | District 5, Ho Chi Minh City |
E216845
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Cho Ray Hospital
Cho Ray Hospital is one of Vietnam’s largest and most prominent general hospitals, serving as a major referral and teaching center in Ho Chi Minh City.
|
E774533
|
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: Cho Ray Hospital | Statement: [District 5, Ho Chi Minh City, hasHospital, Cho Ray Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cho Ray Hospital Context triple: [District 5, Ho Chi Minh City, hasHospital, Cho Ray Hospital]
-
A.
J.W. Ruby Memorial Hospital
J.W. Ruby Memorial Hospital is a major academic medical center and teaching hospital affiliated with West Virginia University, serving as a primary tertiary care facility for the region.
-
B.
UST Hospital
UST Hospital is a major teaching and training hospital in Manila, Philippines, affiliated with the University of Santo Tomas and known for providing comprehensive medical and healthcare services.
-
C.
Riverside Hospital
Riverside Hospital was an isolation hospital on North Brother Island in New York City, historically known for treating contagious diseases such as smallpox and for housing the infamous patient "Typhoid Mary."
-
D.
Christ Medical Center
Christ Medical Center is a major not-for-profit teaching hospital and Level I trauma center located in Oak Lawn, Illinois, serving the Chicago metropolitan area.
-
E.
Bayview Medical Center
Bayview Medical Center is a hospital facility that later became part of the Johns Hopkins Health System and is now known as Johns Hopkins Bayview Medical Center.
- 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: Cho Ray Hospital Triple: [District 5, Ho Chi Minh City, hasHospital, Cho Ray Hospital]
Generated description
Cho Ray Hospital is one of Vietnam’s largest and most prominent general hospitals, serving as a major referral and teaching center in Ho Chi Minh City.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cho Ray Hospital Target entity description: Cho Ray Hospital is one of Vietnam’s largest and most prominent general hospitals, serving as a major referral and teaching center in Ho Chi Minh City.
-
A.
J.W. Ruby Memorial Hospital
J.W. Ruby Memorial Hospital is a major academic medical center and teaching hospital affiliated with West Virginia University, serving as a primary tertiary care facility for the region.
-
B.
UST Hospital
UST Hospital is a major teaching and training hospital in Manila, Philippines, affiliated with the University of Santo Tomas and known for providing comprehensive medical and healthcare services.
-
C.
Riverside Hospital
Riverside Hospital was an isolation hospital on North Brother Island in New York City, historically known for treating contagious diseases such as smallpox and for housing the infamous patient "Typhoid Mary."
-
D.
Christ Medical Center
Christ Medical Center is a major not-for-profit teaching hospital and Level I trauma center located in Oak Lawn, Illinois, serving the Chicago metropolitan area.
-
E.
Bayview Medical Center
Bayview Medical Center is a hospital facility that later became part of the Johns Hopkins Health System and is now known as Johns Hopkins Bayview Medical Center.
- 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_69ca83d362e88190ae44b4e4dc194209 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc6b52cc1881909fb011d9a8af2e18 |
completed | April 1, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfebc0fd648190b0dd6cf62605b98f |
completed | April 3, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69cfed4fb6cc8190bb97345dd392b25b |
completed | April 3, 2026, 4:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfedf299908190852cc627fd7134b9 |
completed | April 3, 2026, 4:42 p.m. |
Created at: March 30, 2026, 7:10 p.m.