Triple

T10704543
Position Surface form Disambiguated ID Type / Status
Subject La Porte City, Iowa E252365 entity
Predicate hasEmergencyServices P464 FINISHED
Object La Porte City Ambulance Service
La Porte City Ambulance Service is a local emergency medical services provider serving the residents and surrounding area of La Porte City, Iowa.
E880325 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: La Porte City Ambulance Service | Statement: [La Porte City, Iowa, hasEmergencyServices, La Porte City Ambulance Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: La Porte City Ambulance Service
Context triple: [La Porte City, Iowa, hasEmergencyServices, La Porte City Ambulance Service]
  • A. Perinton Ambulance
    Perinton Ambulance is a community-based emergency medical services provider serving residents in and around Fairport, New York.
  • B. Boston Emergency Medical Services
    Boston Emergency Medical Services is the municipal ambulance and pre-hospital emergency care provider for the city of Boston, responding to medical emergencies and coordinating closely with other public safety agencies.
  • C. Providence Fire Department
    The Providence Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and emergency medical response throughout the city of Providence, Rhode Island.
  • D. 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.
  • E. Good Samaritan Medical Center
    Good Samaritan Medical Center is a regional acute care hospital serving the healthcare needs of residents in and around Brockton, Massachusetts.
  • 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: La Porte City Ambulance Service
Triple: [La Porte City, Iowa, hasEmergencyServices, La Porte City Ambulance Service]
Generated description
La Porte City Ambulance Service is a local emergency medical services provider serving the residents and surrounding area of La Porte City, Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: La Porte City Ambulance Service
Target entity description: La Porte City Ambulance Service is a local emergency medical services provider serving the residents and surrounding area of La Porte City, Iowa.
  • A. Perinton Ambulance
    Perinton Ambulance is a community-based emergency medical services provider serving residents in and around Fairport, New York.
  • B. Boston Emergency Medical Services
    Boston Emergency Medical Services is the municipal ambulance and pre-hospital emergency care provider for the city of Boston, responding to medical emergencies and coordinating closely with other public safety agencies.
  • C. Providence Fire Department
    The Providence Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and emergency medical response throughout the city of Providence, Rhode Island.
  • D. 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.
  • E. Good Samaritan Medical Center
    Good Samaritan Medical Center is a regional acute care hospital serving the healthcare needs of residents in and around Brockton, Massachusetts.
  • 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fdddf258819097b9fd26d68cd2e4 completed April 9, 2026, 1:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d998fe56dc8190ae0c987b28ec6206 completed April 11, 2026, 12:42 a.m.
NEDg Description generation batch_69d99e8632688190b3746649a124ca09 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69da625a1e8c8190b282e7a70bb7c876 completed April 11, 2026, 3:01 p.m.
Created at: April 8, 2026, 9:12 p.m.