Triple
T10940011
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pikesville |
E258442
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Baltimore County Fire Department
The Baltimore County Fire Department is the countywide emergency services agency responsible for fire suppression, rescue operations, and emergency medical services throughout Baltimore County, Maryland.
|
E895291
|
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: Baltimore County Fire Department | Statement: [Pikesville, hasPublicService, Baltimore County Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baltimore County Fire Department Context triple: [Pikesville, hasPublicService, Baltimore County Fire Department]
-
A.
Baltimore City Fire Department
The Baltimore City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations within the city of Baltimore, Maryland.
-
B.
Catonsville Volunteer Fire Department
The Catonsville Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the Catonsville area.
-
C.
Smithfield Fire Department
The Smithfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and emergency medical response in Smithfield, Rhode Island.
-
D.
Montgomery Fire Department
The Montgomery Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Montgomery, Ohio.
-
E.
Prince George’s County Fire/EMS Department
The Prince George’s County Fire/EMS Department is the combined fire protection and emergency medical services agency serving Prince George’s County, Maryland.
- 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: Baltimore County Fire Department Triple: [Pikesville, hasPublicService, Baltimore County Fire Department]
Generated description
The Baltimore County Fire Department is the countywide emergency services agency responsible for fire suppression, rescue operations, and emergency medical services throughout Baltimore County, Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Baltimore County Fire Department Target entity description: The Baltimore County Fire Department is the countywide emergency services agency responsible for fire suppression, rescue operations, and emergency medical services throughout Baltimore County, Maryland.
-
A.
Baltimore City Fire Department
The Baltimore City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations within the city of Baltimore, Maryland.
-
B.
Catonsville Volunteer Fire Department
The Catonsville Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the Catonsville area.
-
C.
Smithfield Fire Department
The Smithfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and emergency medical response in Smithfield, Rhode Island.
-
D.
Montgomery Fire Department
The Montgomery Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Montgomery, Ohio.
-
E.
Prince George’s County Fire/EMS Department
The Prince George’s County Fire/EMS Department is the combined fire protection and emergency medical services agency serving Prince George’s County, Maryland.
- 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_69d6aa8769b4819082bfe5e61b9017f0 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770c1389881909341170984211810 |
completed | April 9, 2026, 9:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e23c0e940081908c84ea4cf3b877fc |
completed | April 17, 2026, 1:56 p.m. |
| NEDg | Description generation | batch_69e24541cbb481908f14a9cb2787c118 |
completed | April 17, 2026, 2:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e248f48dc88190af9491e8cdc4a532 |
completed | April 17, 2026, 2:51 p.m. |
Created at: April 8, 2026, 9:23 p.m.