Triple

T17136548
Position Surface form Disambiguated ID Type / Status
Subject Borough of Rockwood E415851 entity
Predicate hasEmergencyMedicalService P464 FINISHED
Object Somerset County EMS services
Somerset County EMS services is a regional emergency medical services provider that delivers pre-hospital care and ambulance transport to communities within Somerset County, Pennsylvania.
 E1252521 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: Somerset County EMS services | Statement: [Borough of Rockwood, hasEmergencyMedicalService, Somerset County EMS services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Somerset County EMS services
Context triple: [Borough of Rockwood, hasEmergencyMedicalService, Somerset County EMS services]
  • A. Essex County emergency services
    Essex County emergency services is the county-level network of public safety agencies in Essex County, New Jersey, that coordinates fire, police, medical, and disaster response operations.
  • B. Somerset County Department of Public Works
    The Somerset County Department of Public Works is the county-level agency responsible for maintaining and managing Somerset County’s transportation infrastructure, including its network of county roads and related public works services.
  • C. South Central Ambulance Service
    South Central Ambulance Service is an NHS ambulance trust in England that provides emergency medical response, patient transport, and related healthcare services across several counties in the south central region.
  • D. South East Coast Ambulance Service
    South East Coast Ambulance Service is an NHS ambulance trust in England responsible for providing emergency and non-emergency medical transport and pre-hospital care across parts of the South East, including West Sussex.
  • E. Dike Ambulance Service
    Dike Ambulance Service is a local emergency medical services provider serving the community of Dike, Iowa.
  • 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: Somerset County EMS services
Triple: [Borough of Rockwood, hasEmergencyMedicalService, Somerset County EMS services]
Generated description
Somerset County EMS services is a regional emergency medical services provider that delivers pre-hospital care and ambulance transport to communities within Somerset County, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Somerset County EMS services
Target entity description: Somerset County EMS services is a regional emergency medical services provider that delivers pre-hospital care and ambulance transport to communities within Somerset County, Pennsylvania.
  • A. Essex County emergency services
    Essex County emergency services is the county-level network of public safety agencies in Essex County, New Jersey, that coordinates fire, police, medical, and disaster response operations.
  • B. Somerset County Department of Public Works
    The Somerset County Department of Public Works is the county-level agency responsible for maintaining and managing Somerset County’s transportation infrastructure, including its network of county roads and related public works services.
  • C. South Central Ambulance Service
    South Central Ambulance Service is an NHS ambulance trust in England that provides emergency medical response, patient transport, and related healthcare services across several counties in the south central region.
  • D. South East Coast Ambulance Service
    South East Coast Ambulance Service is an NHS ambulance trust in England responsible for providing emergency and non-emergency medical transport and pre-hospital care across parts of the South East, including West Sussex.
  • E. Dike Ambulance Service
    Dike Ambulance Service is a local emergency medical services provider serving the community of Dike, Iowa.
  • 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_69d886d15af4819092f92f8a129763e6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f2cf1c588190986167adcf4851b5 completed April 18, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a014150d63081908a5614f85694e57a completed May 11, 2026, 2:39 a.m.
NEDg Description generation batch_6a0141e96e4481908bfdf7a1eb4ac979 completed May 11, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_6a01428ca86881909b18bcfc1c223f22 completed May 11, 2026, 2:44 a.m.
Created at: April 10, 2026, 5:36 a.m.