Triple
T21451995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Springs, Illinois |
E529231
|
entity |
| Predicate | hasEmergencyService |
P464
|
FINISHED |
| Object | Western Springs 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: Western Springs Fire Department | Statement: [Western Springs, Illinois, hasEmergencyService, Western Springs Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Springs Fire Department Context triple: [Western Springs, Illinois, hasEmergencyService, Western Springs Fire Department]
-
A.
Ross Fire Department
The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
-
B.
Spring Fire Department
The Spring Fire Department is the primary emergency response agency providing fire suppression, rescue, and related public safety services to the community of Spring, Texas.
-
C.
Brandon Fire Department
The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
-
D.
Westwood Fire Department
The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
-
E.
Gray Fire-Rescue Department
Gray Fire-Rescue Department is the municipal emergency services agency providing fire protection, rescue operations, and emergency medical response for the town of Gray, Maine.
- 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: Western Springs Fire Department Target entity description: The Western Springs Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the community of Western Springs, Illinois.
-
A.
Ross Fire Department
The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
-
B.
Spring Fire Department
The Spring Fire Department is the primary emergency response agency providing fire suppression, rescue, and related public safety services to the community of Spring, Texas.
-
C.
Brandon Fire Department
The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
-
D.
Westwood Fire Department
The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
-
E.
Gray Fire-Rescue Department
Gray Fire-Rescue Department is the municipal emergency services agency providing fire protection, rescue operations, and emergency medical response for the town of Gray, Maine.
- 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_69e0c457579481909db68053ed99750c |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9e9d426d88190ae87ae9fac9c30a0 |
completed | April 23, 2026, 9:43 a.m. |
Created at: April 16, 2026, 6:07 p.m.