Triple
T18078437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ridley Park, Pennsylvania |
E432619
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object | Ridley Park Fire Department |
—
|
NE NERFINISHED |
How this triple was built (3 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: Ridley Park Fire Department | Statement: [Ridley Park, Pennsylvania, hasPublicService, Ridley Park Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ridley Park Fire Department Context triple: [Ridley Park, Pennsylvania, hasPublicService, Ridley Park Fire Department]
-
A.
Schuylkill Haven Fire Department
The Schuylkill Haven Fire Department is a local firefighting and emergency response agency serving the borough of Schuylkill Haven in Pennsylvania.
-
B.
Wilkes-Barre Fire Department
The Wilkes-Barre Fire Department is a municipal fire and emergency services agency serving the city of Wilkes-Barre, Pennsylvania, and its surrounding neighborhoods.
-
C.
Swissvale Volunteer Fire Department
The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
-
D.
Forest Park Fire Department
The Forest Park Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions for the community of Forest Park.
-
E.
University Park Fire Department
The University Park Fire Department is the municipal emergency services agency responsible for providing fire protection, rescue, and related public safety services to the community of University Park.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ridley Park Fire Department Target entity description: Ridley Park Fire Department is the local fire and emergency response agency serving the community of Ridley Park, Pennsylvania.
-
A.
Schuylkill Haven Fire Department
The Schuylkill Haven Fire Department is a local firefighting and emergency response agency serving the borough of Schuylkill Haven in Pennsylvania.
-
B.
Wilkes-Barre Fire Department
The Wilkes-Barre Fire Department is a municipal fire and emergency services agency serving the city of Wilkes-Barre, Pennsylvania, and its surrounding neighborhoods.
-
C.
Swissvale Volunteer Fire Department
The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
-
D.
Forest Park Fire Department
The Forest Park Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions for the community of Forest Park.
-
E.
University Park Fire Department
The University Park Fire Department is the municipal emergency services agency responsible for providing fire protection, rescue, and related public safety services to the community of University Park.
- F. None of above. chosen
Provenance (2 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_69d8b9070cac81909fa9473fb1c3f1c7 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4d9f6a85481909894c39c8be98d5d |
completed | April 19, 2026, 1:34 p.m. |
Created at: April 10, 2026, 10:27 a.m.