Triple

T7089872

Position	Surface form	Disambiguated ID	Type / Status
Subject	Berkeley Heights, New Jersey	`E165162`	entity
Predicate	hasEmergencyService	`P464`	FINISHED
Object	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.	`E640578`	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: Berkeley Heights Volunteer Rescue Squad | Statement: [Berkeley Heights, New Jersey, hasEmergencyService, Berkeley Heights Volunteer Rescue Squad]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Berkeley Heights Volunteer Rescue Squad
Context triple: [Berkeley Heights, New Jersey, hasEmergencyService, Berkeley Heights Volunteer Rescue Squad]

A. Morris Plains Volunteer First Aid Squad
Morris Plains Volunteer First Aid Squad is a community-based emergency medical services organization that provides volunteer ambulance and first aid response to residents of Morris Plains, New Jersey.
B. 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.
C. Harker Heights Fire Department
The Harker Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the city of Harker Heights, Texas.
D. Armonk Volunteer Ambulance Corps
Armonk Volunteer Ambulance Corps is a community-based, volunteer-run emergency medical services organization serving residents of Armonk, New York and the surrounding area.
E. Middlesex Borough Rescue Squad
Middlesex Borough Rescue Squad is a local emergency medical services organization that provides ambulance and rescue response for residents of Middlesex Borough, 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: Berkeley Heights Volunteer Rescue Squad
Triple: [Berkeley Heights, New Jersey, hasEmergencyService, Berkeley Heights Volunteer Rescue Squad]

Generated description

Berkeley Heights Volunteer Rescue Squad is a community-based, all-volunteer emergency medical services organization serving the residents of Berkeley Heights, New Jersey.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Berkeley Heights Volunteer Rescue Squad
Target entity description: Berkeley Heights Volunteer Rescue Squad is a community-based, all-volunteer emergency medical services organization serving the residents of Berkeley Heights, New Jersey.

A. Morris Plains Volunteer First Aid Squad
Morris Plains Volunteer First Aid Squad is a community-based emergency medical services organization that provides volunteer ambulance and first aid response to residents of Morris Plains, New Jersey.
B. 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.
C. Harker Heights Fire Department
The Harker Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the city of Harker Heights, Texas.
D. Armonk Volunteer Ambulance Corps
Armonk Volunteer Ambulance Corps is a community-based, volunteer-run emergency medical services organization serving residents of Armonk, New York and the surrounding area.
E. Middlesex Borough Rescue Squad
Middlesex Borough Rescue Squad is a local emergency medical services organization that provides ambulance and rescue response for residents of Middlesex Borough, 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_69c6887d98408190912b9580666b0c1d`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6e52ec0348190ac090c2fee3edfb8`	completed	March 27, 2026, 8:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7948cb3d48190993134d709924e3d`	completed	March 28, 2026, 8:42 a.m.
NEDg	Description generation	`batch_69c7962ec0bc8190a9223ebb245d0914`	completed	March 28, 2026, 8:49 a.m.
NED2	Entity disambiguation (via description)	`batch_69c79709ed808190a9f09f5350ba2ffd`	completed	March 28, 2026, 8:53 a.m.

Created at: March 27, 2026, 2:41 p.m.