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.