Triple

T4991709
Position Surface form Disambiguated ID Type / Status
Subject Macksville E112144 entity
Predicate hasAmbulanceStation P51011 FINISHED
Object Macksville Ambulance Station
Macksville Ambulance Station is a local emergency medical services facility providing ambulance response and pre-hospital care to the Macksville community and surrounding areas.
E489148 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: Macksville Ambulance Station | Statement: [Macksville, hasAmbulanceStation, Macksville Ambulance Station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macksville Ambulance Station
Context triple: [Macksville, hasAmbulanceStation, Macksville Ambulance Station]
  • A. Macksville Fire Station
    Macksville Fire Station is the local emergency services facility that provides firefighting and rescue operations for the town of Macksville and its surrounding area.
  • B. Macksville Police Station
    Macksville Police Station is the local law enforcement facility serving the town of Macksville and its surrounding community.
  • C. Macksville District Hospital
    Macksville District Hospital is a public healthcare facility serving the medical and emergency needs of the Macksville community and surrounding region in New South Wales, Australia.
  • D. Salisbury Fire Station
    Salisbury Fire Station is a local emergency services facility in Salisbury that houses firefighting equipment and personnel responsible for protecting the surrounding community.
  • E. Macksville High School
    Macksville High School is a public secondary school serving students in the small rural community of Macksville, Kansas.
  • 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: Macksville Ambulance Station
Triple: [Macksville, hasAmbulanceStation, Macksville Ambulance Station]
Generated description
Macksville Ambulance Station is a local emergency medical services facility providing ambulance response and pre-hospital care to the Macksville community and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macksville Ambulance Station
Target entity description: Macksville Ambulance Station is a local emergency medical services facility providing ambulance response and pre-hospital care to the Macksville community and surrounding areas.
  • A. Macksville Fire Station
    Macksville Fire Station is the local emergency services facility that provides firefighting and rescue operations for the town of Macksville and its surrounding area.
  • B. Macksville Police Station
    Macksville Police Station is the local law enforcement facility serving the town of Macksville and its surrounding community.
  • C. Macksville District Hospital
    Macksville District Hospital is a public healthcare facility serving the medical and emergency needs of the Macksville community and surrounding region in New South Wales, Australia.
  • D. Salisbury Fire Station
    Salisbury Fire Station is a local emergency services facility in Salisbury that houses firefighting equipment and personnel responsible for protecting the surrounding community.
  • E. Macksville High School
    Macksville High School is a public secondary school serving students in the small rural community of Macksville, Kansas.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAmbulanceStation
Context triple: [Macksville, hasAmbulanceStation, Macksville Ambulance Station]
  • A. hasFireStation
    Indicates that a location or area contains or is served by a fire station.
  • B. hasAidStations chosen
    Indicates that one entity provides or contains aid or support stations for another entity or within a specified context.
  • C. hasTraumaCenter
    Indicates that an entity (such as a hospital or facility) includes or is equipped with a designated trauma center capable of providing specialized emergency care for severe injuries.
  • D. hasPoliceStationsIn
    Indicates that one entity possesses, manages, or contains one or more police stations located within the area or jurisdiction of another entity.
  • E. hasEmergencyServices
    Indicates that the subject provides or is equipped with emergency response services (such as police, fire, or medical assistance).
  • 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_69bd441be7bc8190b530362d427b97d2 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74249a8c8190952680aee06a9286 completed March 20, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c51e6408190aba51a26efddbaff completed March 21, 2026, 1:25 p.m.
NEDg Description generation batch_69bea01dbc9c81909b2b68d9b6451355 completed March 21, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69bea0767b348190b5b8326fbc087dcf completed March 21, 2026, 1:43 p.m.
PD Predicate disambiguation batch_69bd71492dec8190af4c27a3043b35cc completed March 20, 2026, 4:09 p.m.
Created at: March 20, 2026, 1:34 p.m.