Triple
T18224566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Wake Forest, North Carolina |
E436389
|
entity |
| Predicate | hasEmergencyService |
P464
|
FINISHED |
| Object | Wake Forest Fire Department |
—
|
NE NERFINISHED |
How this triple was built (2 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: Wake Forest Fire Department | Statement: [Town of Wake Forest, North Carolina, hasEmergencyService, Wake Forest Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wake Forest Fire Department Context triple: [Town of Wake Forest, North Carolina, hasEmergencyService, Wake Forest Fire Department]
-
A.
Wake Forest Fire Department
chosen
The Wake Forest Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the town of Wake Forest, North Carolina.
-
B.
Wake Forest Police Department
The Wake Forest Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and community policing in the town of Wake Forest, North Carolina.
-
C.
Raleigh Fire Department
The Raleigh Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Raleigh, North Carolina, including the North Raleigh area.
-
D.
Wilmington Fire Department
The Wilmington Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in Wilmington, Massachusetts.
-
E.
Forsyth County Fire Department
The Forsyth County Fire Department is the primary agency responsible for fire protection, rescue operations, and emergency medical response throughout Forsyth County, Georgia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e47e5e8c819095454b6557a5d5a5 |
completed | April 19, 2026, 2:19 p.m. |
Created at: April 10, 2026, 10:32 a.m.