Triple
T15009842
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forsyth County Fire Department |
E377805
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Forsyth County 911 Communications
Forsyth County 911 Communications is the county’s emergency dispatch center responsible for receiving 911 calls and coordinating responses from public safety agencies.
|
E1132235
|
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: Forsyth County 911 Communications | Statement: [Forsyth County Fire Department, collaboratesWith, Forsyth County 911 Communications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forsyth County 911 Communications Context triple: [Forsyth County Fire Department, collaboratesWith, Forsyth County 911 Communications]
-
A.
Forsyth County Sheriff’s Office
The Forsyth County Sheriff’s Office is the primary law enforcement agency responsible for public safety, crime prevention, and jail operations in Forsyth County, Georgia.
-
B.
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.
-
C.
Hall County EMS
Hall County EMS is the primary emergency medical services provider serving residents and visitors in Hall County, Texas.
-
D.
Gwinnett County Fire and Emergency Services
Gwinnett County Fire and Emergency Services is the countywide agency responsible for providing fire protection, emergency medical services, and rescue operations throughout Gwinnett County, Georgia.
-
E.
Hampshire County Regional Emergency Communication Center
The Hampshire County Regional Emergency Communication Center is a centralized 911 and public safety dispatch facility serving multiple communities in Hampshire County, Massachusetts.
- 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: Forsyth County 911 Communications Triple: [Forsyth County Fire Department, collaboratesWith, Forsyth County 911 Communications]
Generated description
Forsyth County 911 Communications is the county’s emergency dispatch center responsible for receiving 911 calls and coordinating responses from public safety agencies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forsyth County 911 Communications Target entity description: Forsyth County 911 Communications is the county’s emergency dispatch center responsible for receiving 911 calls and coordinating responses from public safety agencies.
-
A.
Forsyth County Sheriff’s Office
The Forsyth County Sheriff’s Office is the primary law enforcement agency responsible for public safety, crime prevention, and jail operations in Forsyth County, Georgia.
-
B.
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.
-
C.
Hall County EMS
Hall County EMS is the primary emergency medical services provider serving residents and visitors in Hall County, Texas.
-
D.
Gwinnett County Fire and Emergency Services
Gwinnett County Fire and Emergency Services is the countywide agency responsible for providing fire protection, emergency medical services, and rescue operations throughout Gwinnett County, Georgia.
-
E.
Hampshire County Regional Emergency Communication Center
The Hampshire County Regional Emergency Communication Center is a centralized 911 and public safety dispatch facility serving multiple communities in Hampshire County, Massachusetts.
- 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_69d85cd3a3c881908c71fc424d459c17 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded734943481908dad4ceed4fe850c |
completed | April 15, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe96a52bb08190961e3f18d751fe2a |
completed | May 9, 2026, 2:06 a.m. |
| NEDg | Description generation | batch_69fe98bf505c819089740180a763db34 |
completed | May 9, 2026, 2:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe9aab47888190812ff9732380e124 |
completed | May 9, 2026, 2:23 a.m. |
Created at: April 10, 2026, 2:55 a.m.