Triple
T2445788
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middlebush, New Jersey |
E53389
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Middlebush Volunteer Fire Department
Middlebush Volunteer Fire Department is a community-based, all-volunteer fire and emergency services organization serving the Middlebush section of Franklin Township in Somerset County, New Jersey.
|
E267147
|
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: Middlebush Volunteer Fire Department | Statement: [Middlebush, New Jersey, hasFireDepartment, Middlebush Volunteer Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middlebush Volunteer Fire Department Context triple: [Middlebush, New Jersey, hasFireDepartment, Middlebush Volunteer Fire Department]
-
A.
Upland Borough Fire Department
The Upland Borough Fire Department is the local fire and emergency response agency serving the community of Upland in Delaware County, Pennsylvania.
-
B.
Vails Gate Fire Department
Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
-
C.
Halesite Fire Department
The Halesite Fire Department is a local volunteer fire and emergency services organization serving the Halesite community in Suffolk County, New York.
-
D.
Bourne Fire Department
The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
-
E.
Alabaster Fire Department
The Alabaster Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the city of Alabaster, Alabama.
- 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: Middlebush Volunteer Fire Department Triple: [Middlebush, New Jersey, hasFireDepartment, Middlebush Volunteer Fire Department]
Generated description
Middlebush Volunteer Fire Department is a community-based, all-volunteer fire and emergency services organization serving the Middlebush section of Franklin Township in Somerset County, New Jersey.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middlebush Volunteer Fire Department Target entity description: Middlebush Volunteer Fire Department is a community-based, all-volunteer fire and emergency services organization serving the Middlebush section of Franklin Township in Somerset County, New Jersey.
-
A.
Upland Borough Fire Department
The Upland Borough Fire Department is the local fire and emergency response agency serving the community of Upland in Delaware County, Pennsylvania.
-
B.
Vails Gate Fire Department
Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
-
C.
Halesite Fire Department
The Halesite Fire Department is a local volunteer fire and emergency services organization serving the Halesite community in Suffolk County, New York.
-
D.
Bourne Fire Department
The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
-
E.
Alabaster Fire Department
The Alabaster Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the city of Alabaster, Alabama.
- 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_69ab495b6dac8190ac82661aa1452222 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abca25a84c8190859bf51000beffec |
completed | March 7, 2026, 6:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0baa6448190a4046a039168b8fe |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef58eff2c81909cbf3346705940a3 |
completed | March 9, 2026, 4:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef656ae0c81908753cc5a8b5fe704 |
completed | March 9, 2026, 4:33 p.m. |
Created at: March 6, 2026, 9:43 p.m.