Triple

T7218578
Position Surface form Disambiguated ID Type / Status
Subject Plymouth Fire Department E150196 entity
Predicate coordinatesWith P1140 FINISHED
Object Wayne County emergency services
Wayne County emergency services is the county-level public safety organization responsible for coordinating and providing emergency response and disaster management across Wayne County, Michigan.
 E649643 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: Wayne County emergency services | Statement: [Plymouth Fire Department, coordinatesWith, Wayne County emergency services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wayne County emergency services
Context triple: [Plymouth Fire Department, coordinatesWith, Wayne County emergency services]
  • A. Cass County emergency services
    Cass County emergency services is the county-level public safety organization responsible for coordinating fire, medical, and other emergency response efforts throughout Cass County.
  • B. LaRue County EMS
    LaRue County EMS is the primary emergency medical services provider responsible for pre-hospital care and ambulance transport in LaRue County, Kentucky.
  • C. Wayne County Commission
    The Wayne County Commission is the elected legislative body responsible for setting policy, passing ordinances, and overseeing budgets and operations for Wayne County, Michigan.
  • D. LaRue County Fire and Rescue
    LaRue County Fire and Rescue is the primary emergency response agency providing fire protection and rescue services to LaRue County, Kentucky.
  • E. Osceola County Fire Rescue
    Osceola County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Osceola County, Florida.
  • 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: Wayne County emergency services
Triple: [Plymouth Fire Department, coordinatesWith, Wayne County emergency services]
Generated description
Wayne County emergency services is the county-level public safety organization responsible for coordinating and providing emergency response and disaster management across Wayne County, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wayne County emergency services
Target entity description: Wayne County emergency services is the county-level public safety organization responsible for coordinating and providing emergency response and disaster management across Wayne County, Michigan.
  • A. Cass County emergency services
    Cass County emergency services is the county-level public safety organization responsible for coordinating fire, medical, and other emergency response efforts throughout Cass County.
  • B. LaRue County EMS
    LaRue County EMS is the primary emergency medical services provider responsible for pre-hospital care and ambulance transport in LaRue County, Kentucky.
  • C. Wayne County Commission
    The Wayne County Commission is the elected legislative body responsible for setting policy, passing ordinances, and overseeing budgets and operations for Wayne County, Michigan.
  • D. LaRue County Fire and Rescue
    LaRue County Fire and Rescue is the primary emergency response agency providing fire protection and rescue services to LaRue County, Kentucky.
  • E. Osceola County Fire Rescue
    Osceola County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Osceola County, Florida.
  • 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_69c687effb44819092b95d07d0368c9f completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e9b045c48190b27b2d6f7c11026f completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc014fb88190818e12b7abe90c0a completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7ccf3cd4c8190babc9e0e6b9f4371 completed March 28, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd5cedd88190b72df89b068c4483 completed March 28, 2026, 12:45 p.m.
Created at: March 27, 2026, 2:53 p.m.