Triple

T12646247
Position Surface form Disambiguated ID Type / Status
Subject Lincoln Park, New Jersey E302029 entity
Predicate hasEmergencyServices P464 FINISHED
Object Lincoln Park First Aid Squad
Lincoln Park First Aid Squad is a volunteer emergency medical services organization that provides pre-hospital care and ambulance transport to residents of Lincoln Park, New Jersey.
 E995143 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 First Aid Squad | Statement: [Lincoln Park, New Jersey, hasEmergencyServices, Lincoln Park First Aid Squad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lincoln Park First Aid Squad
Context triple: [Lincoln Park, New Jersey, hasEmergencyServices, Lincoln Park First Aid Squad]
  • A. Mine Hill First Aid Squad
    Mine Hill First Aid Squad is a volunteer emergency medical services organization that provides ambulance and first aid response to residents of Mine Hill Township, New Jersey.
  • B. Berkeley Heights Volunteer Rescue Squad
    Berkeley Heights Volunteer Rescue Squad is a community-based, all-volunteer emergency medical services organization serving the residents of Berkeley Heights, New Jersey.
  • C. Ossining Volunteer Ambulance Corps
    The Ossining Volunteer Ambulance Corps is a community-based, volunteer emergency medical services organization that provides ambulance and pre-hospital care to residents of Ossining, New York.
  • D. Dike Ambulance Service
    Dike Ambulance Service is a local emergency medical services provider serving the community of Dike, Iowa.
  • E. Perinton Ambulance
    Perinton Ambulance is a community-based emergency medical services provider serving residents in and around Fairport, New York.
  • 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 First Aid Squad
Triple: [Lincoln Park, New Jersey, hasEmergencyServices, Lincoln Park First Aid Squad]
Generated description
Lincoln Park First Aid Squad is a volunteer emergency medical services organization that provides pre-hospital care and ambulance transport to residents of Lincoln Park, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lincoln Park First Aid Squad
Target entity description: Lincoln Park First Aid Squad is a volunteer emergency medical services organization that provides pre-hospital care and ambulance transport to residents of Lincoln Park, New Jersey.
  • A. Mine Hill First Aid Squad
    Mine Hill First Aid Squad is a volunteer emergency medical services organization that provides ambulance and first aid response to residents of Mine Hill Township, New Jersey.
  • B. Berkeley Heights Volunteer Rescue Squad
    Berkeley Heights Volunteer Rescue Squad is a community-based, all-volunteer emergency medical services organization serving the residents of Berkeley Heights, New Jersey.
  • C. Ossining Volunteer Ambulance Corps
    The Ossining Volunteer Ambulance Corps is a community-based, volunteer emergency medical services organization that provides ambulance and pre-hospital care to residents of Ossining, New York.
  • D. Dike Ambulance Service
    Dike Ambulance Service is a local emergency medical services provider serving the community of Dike, Iowa.
  • E. Perinton Ambulance
    Perinton Ambulance is a community-based emergency medical services provider serving residents in and around Fairport, New York.
  • 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_69f6687961d88190a605f17425ad7547 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f6695372688190b09a2bb2e58cb546 completed May 2, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69f669fbb9f88190b0f5cc5bb758d132 completed May 2, 2026, 9:17 p.m.
Created at: April 9, 2026, 5:17 p.m.