Triple

T9570023
Position Surface form Disambiguated ID Type / Status
Subject Scottish Ambulance Service E230889 entity
Predicate hasComponent P35 FINISHED
Object Patient Transport Service
Patient Transport Service is a non-emergency medical transport service that provides planned journeys for patients who need assistance traveling to and from healthcare facilities.
E806879 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: Patient Transport Service | Statement: [Scottish Ambulance Service, hasComponent, Patient Transport Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Patient Transport Service
Context triple: [Scottish Ambulance Service, hasComponent, Patient Transport Service]
  • A. Medical Service
    The Medical Service is the branch of the Belgian Armed Forces responsible for providing medical care, support, and health services to military personnel in both peacetime and operational deployments.
  • B. Access-A-Ride paratransit
    Access-A-Ride paratransit is a door-to-door, reservation-based transportation service providing accessible rides for people with disabilities who cannot use New York City’s regular public transit.
  • C. STM paratransit services
    STM paratransit services is a specialized door-to-door public transit service in Montreal designed to provide accessible transportation for people with disabilities who cannot use the regular bus and metro network.
  • D. National Ambulance Service
    The National Ambulance Service is Ireland’s statutory pre-hospital emergency care and ambulance provider, responsible for responding to medical emergencies and transporting patients nationwide.
  • E. Hospital station
    Hospital station is a passenger rail station on the Valparaíso Metro system in Chile, serving the surrounding urban area and nearby medical facilities.
  • 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: Patient Transport Service
Triple: [Scottish Ambulance Service, hasComponent, Patient Transport Service]
Generated description
Patient Transport Service is a non-emergency medical transport service that provides planned journeys for patients who need assistance traveling to and from healthcare facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Patient Transport Service
Target entity description: Patient Transport Service is a non-emergency medical transport service that provides planned journeys for patients who need assistance traveling to and from healthcare facilities.
  • A. Medical Service
    The Medical Service is the branch of the Belgian Armed Forces responsible for providing medical care, support, and health services to military personnel in both peacetime and operational deployments.
  • B. Access-A-Ride paratransit
    Access-A-Ride paratransit is a door-to-door, reservation-based transportation service providing accessible rides for people with disabilities who cannot use New York City’s regular public transit.
  • C. STM paratransit services
    STM paratransit services is a specialized door-to-door public transit service in Montreal designed to provide accessible transportation for people with disabilities who cannot use the regular bus and metro network.
  • D. National Ambulance Service
    The National Ambulance Service is Ireland’s statutory pre-hospital emergency care and ambulance provider, responsible for responding to medical emergencies and transporting patients nationwide.
  • E. Hospital station
    Hospital station is a passenger rail station on the Valparaíso Metro system in Chile, serving the surrounding urban area and nearby medical facilities.
  • 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_69ca847f22188190a56e4a97625bef22 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd998940c881909f9025512cf72fe9 completed April 1, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69d152ba8f8081908b11c3c098e7e5f0 completed April 4, 2026, 6:04 p.m.
NEDg Description generation batch_69d1541b005c8190b79fdc6a241d4198 completed April 4, 2026, 6:10 p.m.
NED2 Entity disambiguation (via description) batch_69d154d3a2d0819095bca826b510ee92 completed April 4, 2026, 6:13 p.m.
Created at: March 30, 2026, 8:04 p.m.