Triple
T14251046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheung Shui |
E353261
|
entity |
| Predicate | ambulanceDepot |
P14646
|
FINISHED |
| Object |
Sheung Shui Ambulance Depot
Sheung Shui Ambulance Depot is an emergency medical services facility in Sheung Shui, Hong Kong, that houses ambulances and personnel for responding to local medical emergencies.
|
E1090425
|
NE FINISHED |
How this triple was built (5 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: Sheung Shui Ambulance Depot | Statement: [Sheung Shui, ambulanceDepot, Sheung Shui Ambulance Depot]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheung Shui Ambulance Depot Context triple: [Sheung Shui, ambulanceDepot, Sheung Shui Ambulance Depot]
-
A.
Tin Shui Wai Hospital
Tin Shui Wai Hospital is a public hospital in Hong Kong that serves as a clinical teaching site for the Chinese University of Hong Kong’s Faculty of Medicine.
-
B.
Tseung Kwan O Hospital
Tseung Kwan O Hospital is a public district general hospital in Hong Kong that serves as a clinical teaching site for the Chinese University of Hong Kong’s Faculty of Medicine.
-
C.
Kwong Wah Hospital
Kwong Wah Hospital is a major public hospital in Hong Kong that serves as a clinical teaching facility for the Chinese University of Hong Kong’s Faculty of Medicine.
-
D.
Sha Tin Hospital
Sha Tin Hospital is a public hospital in Sha Tin, Hong Kong, providing a range of medical and rehabilitation services to the local community.
-
E.
Tai Po Hospital
Tai Po Hospital is a public hospital in Hong Kong that serves as a clinical training site for the Chinese University of Hong Kong’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: Sheung Shui Ambulance Depot Triple: [Sheung Shui, ambulanceDepot, Sheung Shui Ambulance Depot]
Generated description
Sheung Shui Ambulance Depot is an emergency medical services facility in Sheung Shui, Hong Kong, that houses ambulances and personnel for responding to local medical emergencies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sheung Shui Ambulance Depot Target entity description: Sheung Shui Ambulance Depot is an emergency medical services facility in Sheung Shui, Hong Kong, that houses ambulances and personnel for responding to local medical emergencies.
-
A.
Tin Shui Wai Hospital
Tin Shui Wai Hospital is a public hospital in Hong Kong that serves as a clinical teaching site for the Chinese University of Hong Kong’s Faculty of Medicine.
-
B.
Tseung Kwan O Hospital
Tseung Kwan O Hospital is a public district general hospital in Hong Kong that serves as a clinical teaching site for the Chinese University of Hong Kong’s Faculty of Medicine.
-
C.
Kwong Wah Hospital
Kwong Wah Hospital is a major public hospital in Hong Kong that serves as a clinical teaching facility for the Chinese University of Hong Kong’s Faculty of Medicine.
-
D.
Sha Tin Hospital
Sha Tin Hospital is a public hospital in Sha Tin, Hong Kong, providing a range of medical and rehabilitation services to the local community.
-
E.
Tai Po Hospital
Tai Po Hospital is a public hospital in Hong Kong that serves as a clinical training site for the Chinese University of Hong Kong’s Faculty of Medicine.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: ambulanceDepot Context triple: [Sheung Shui, ambulanceDepot, Sheung Shui Ambulance Depot]
-
A.
backupCrewVehicle
Indicates that a vehicle serves as a backup or secondary transport option for a crew in case the primary vehicle is unavailable or unusable.
-
B.
depot
chosen
Indicates that an entity serves as a storage or distribution center location for another entity, such as goods, vehicles, or resources.
-
C.
hasEmergencyTransport
Indicates that an entity provides, is equipped with, or has access to emergency transportation services or vehicles.
-
D.
rescueCasualties
Indicates performing actions to locate, assist, and remove injured or endangered individuals from a hazardous or emergency situation.
-
E.
logisticsSupportFrom
Indicates that one entity provides logistical assistance, resources, or services to another entity.
- F. None of above.
Provenance (6 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6296f9d0819086f62f525d07eb12 |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd325815d48190b070866f41986847 |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd367fd9788190bd25f057d1f0942c |
completed | May 8, 2026, 1:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd37c1f4c0819085f5c577e673e9df |
completed | May 8, 2026, 1:09 a.m. |
| PD | Predicate disambiguation | batch_69de05c09b7881908acbca18bd7d997c |
completed | April 14, 2026, 9:15 a.m. |
Created at: April 10, 2026, 1:08 a.m.