Triple
T20377863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boiling Springs, South Carolina |
E497739
|
entity |
| Predicate | hasPublicSafety |
P464
|
FINISHED |
| Object | Boiling Springs Fire District |
—
|
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: Boiling Springs Fire District | Statement: [Boiling Springs, South Carolina, hasPublicSafety, Boiling Springs Fire District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boiling Springs Fire District Context triple: [Boiling Springs, South Carolina, hasPublicSafety, Boiling Springs Fire District]
-
A.
Cinnaminson Fire Department
The Cinnaminson Fire Department is the municipal fire and emergency response agency serving the community of Cinnaminson, New Jersey.
-
B.
Elsmere Fire District
Elsmere Fire District is a local fire protection and emergency response agency serving the community of Delmar in the town of Bethlehem, New York.
-
C.
Tamaqua Fire Department
The Tamaqua Fire Department is the municipal firefighting and emergency response agency serving the borough of Tamaqua in eastern Pennsylvania.
-
D.
Tri-State Fire Protection District
Tri-State Fire Protection District is a regional fire and emergency medical services agency that provides fire protection and rescue services to the Village of Darien and surrounding communities.
-
E.
Raytown Fire Protection District
Raytown Fire Protection District is the public agency responsible for providing fire suppression, emergency medical services, and related emergency response to the community of Raytown, Missouri.
- 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: Boiling Springs Fire District Target entity description: Boiling Springs Fire District is a local fire protection and emergency response agency serving the community of Boiling Springs in South Carolina.
-
A.
Cinnaminson Fire Department
The Cinnaminson Fire Department is the municipal fire and emergency response agency serving the community of Cinnaminson, New Jersey.
-
B.
Elsmere Fire District
Elsmere Fire District is a local fire protection and emergency response agency serving the community of Delmar in the town of Bethlehem, New York.
-
C.
Tamaqua Fire Department
The Tamaqua Fire Department is the municipal firefighting and emergency response agency serving the borough of Tamaqua in eastern Pennsylvania.
-
D.
Tri-State Fire Protection District
Tri-State Fire Protection District is a regional fire and emergency medical services agency that provides fire protection and rescue services to the Village of Darien and surrounding communities.
-
E.
Raytown Fire Protection District
Raytown Fire Protection District is the public agency responsible for providing fire suppression, emergency medical services, and related emergency response to the community of Raytown, Missouri.
- 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_69e0b4a5b7908190a972e4e7e698ae94 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e678ae3468819087d7db7e1b79efc7 |
completed | April 20, 2026, 7:04 p.m. |
Created at: April 16, 2026, 11:27 a.m.