Triple

T9538913
Position Surface form Disambiguated ID Type / Status
Subject Spotswood, New Jersey E230094 entity
Predicate hasEmergencyService P464 FINISHED
Object Spotswood EMS
Spotswood EMS is the emergency medical services provider serving the borough of Spotswood in Middlesex County, New Jersey.
 E805282 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: Spotswood EMS | Statement: [Spotswood, New Jersey, hasEmergencyService, Spotswood EMS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spotswood EMS
Context triple: [Spotswood, New Jersey, hasEmergencyService, Spotswood EMS]
  • A. Spotswood Public Schools
    Spotswood Public Schools is a public school district in New Jersey that provides K–12 education to students from Spotswood and nearby communities such as Helmetta.
  • B. Spotswood Memorial Middle School
    Spotswood Memorial Middle School is a public middle school serving students in the Helmetta, New Jersey area.
  • C. Frederick County Fire and Rescue Services
    Frederick County Fire and Rescue Services is the county-level emergency response agency providing fire protection, emergency medical services, and rescue operations throughout Frederick County, Maryland.
  • D. Shippensburg Area EMS
    Shippensburg Area EMS is the primary emergency medical services provider serving the Shippensburg, Pennsylvania region.
  • E. North Caldwell Volunteer Ambulance Corps
    North Caldwell Volunteer Ambulance Corps is a community-based, volunteer-run emergency medical service organization serving residents of North Caldwell, New Jersey.
  • 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: Spotswood EMS
Triple: [Spotswood, New Jersey, hasEmergencyService, Spotswood EMS]
Generated description
Spotswood EMS is the emergency medical services provider serving the borough of Spotswood in Middlesex County, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spotswood EMS
Target entity description: Spotswood EMS is the emergency medical services provider serving the borough of Spotswood in Middlesex County, New Jersey.
  • A. Spotswood Public Schools
    Spotswood Public Schools is a public school district in New Jersey that provides K–12 education to students from Spotswood and nearby communities such as Helmetta.
  • B. Spotswood Memorial Middle School
    Spotswood Memorial Middle School is a public middle school serving students in the Helmetta, New Jersey area.
  • C. Frederick County Fire and Rescue Services
    Frederick County Fire and Rescue Services is the county-level emergency response agency providing fire protection, emergency medical services, and rescue operations throughout Frederick County, Maryland.
  • D. Shippensburg Area EMS
    Shippensburg Area EMS is the primary emergency medical services provider serving the Shippensburg, Pennsylvania region.
  • E. North Caldwell Volunteer Ambulance Corps
    North Caldwell Volunteer Ambulance Corps is a community-based, volunteer-run emergency medical service organization serving residents of North Caldwell, New Jersey.
  • 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_69ca847b1b3081908f72bc932c17cc41 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98e4df6c8190a4d1160c42daa45f completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c5da5a081909d646c69d5de8e18 completed April 4, 2026, 5:37 p.m.
NEDg Description generation batch_69d14d0c39c88190a705470104dc7b80 completed April 4, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_69d14d79065081908a4e619c71e0d359 completed April 4, 2026, 5:42 p.m.
Created at: March 30, 2026, 8:01 p.m.