Triple

T12646246
Position Surface form Disambiguated ID Type / Status
Subject Lincoln Park, New Jersey E302029 entity
Predicate hasEmergencyServices P464 FINISHED
Object Lincoln Park Fire Department
The Lincoln Park Fire Department is the municipal fire and emergency response agency serving the community of Lincoln Park, New Jersey.
 E997958 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: Lincoln Park Fire Department | Statement: [Lincoln Park, New Jersey, hasEmergencyServices, Lincoln Park Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lincoln Park Fire Department
Context triple: [Lincoln Park, New Jersey, hasEmergencyServices, Lincoln Park Fire Department]
  • A. Calumet City Fire Department
    The Calumet City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for Calumet City, Illinois.
  • B. North Chicago Fire Department
    The North Chicago Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of North Chicago, Illinois.
  • C. Hoffman Estates Fire Department
    The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
  • D. Naperville Fire Department
    The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
  • E. Gurnee Fire Department
    The Gurnee Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Gurnee, Illinois.
  • 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: Lincoln Park Fire Department
Triple: [Lincoln Park, New Jersey, hasEmergencyServices, Lincoln Park Fire Department]
Generated description
The Lincoln Park Fire Department is the municipal fire and emergency response agency serving the community of Lincoln Park, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lincoln Park Fire Department
Target entity description: The Lincoln Park Fire Department is the municipal fire and emergency response agency serving the community of Lincoln Park, New Jersey.
  • A. Calumet City Fire Department
    The Calumet City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for Calumet City, Illinois.
  • B. North Chicago Fire Department
    The North Chicago Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of North Chicago, Illinois.
  • C. Hoffman Estates Fire Department
    The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
  • D. Naperville Fire Department
    The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
  • E. Gurnee Fire Department
    The Gurnee Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Gurnee, Illinois.
  • 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_69d7bdec9f9c8190b4bac675b7588211 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9614cefdc81908cfc4a4d04aa6eda completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6719a45d881908dd895836a225781 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6751f79148190a1735abf489fd106 completed May 2, 2026, 10:05 p.m.
NED2 Entity disambiguation (via description) batch_69f675d17c9c8190853fe3001944a7d3 completed May 2, 2026, 10:08 p.m.
Created at: April 9, 2026, 5:17 p.m.