Triple
T7678523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Urbana, Maryland |
E173926
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Frederick County Fire and Rescue Services
Frederick County Fire and Rescue Services is the county-level emergency response agency providing fire protection, emergency medical services, and rescue operations throughout Frederick County, Maryland.
|
E681386
|
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: Frederick County Fire and Rescue Services | Statement: [Urbana, Maryland, hasPublicService, Frederick County Fire and Rescue Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frederick County Fire and Rescue Services Context triple: [Urbana, Maryland, hasPublicService, Frederick County Fire and Rescue Services]
-
A.
Fairfax County Fire and Rescue Department
The Fairfax County Fire and Rescue Department is the primary agency providing fire protection, emergency medical services, and rescue operations for Fairfax County, Virginia, one of the largest and most populous jurisdictions in the Washington, D.C. metropolitan area.
-
B.
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.
-
C.
Arlington County Fire Department
The Arlington County Fire Department is the professional fire and emergency medical services agency responsible for protecting life and property in Arlington County, Virginia.
-
D.
Prince Frederick Volunteer Fire Department
Prince Frederick Volunteer Fire Department is a community-based, all-volunteer fire and rescue organization serving the town of Prince Frederick and surrounding areas in Calvert County, Maryland.
-
E.
South County Fire
South County Fire is a regional fire and emergency medical services agency serving Lynnwood and surrounding communities in south Snohomish County, Washington.
- 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: Frederick County Fire and Rescue Services Triple: [Urbana, Maryland, hasPublicService, Frederick County Fire and Rescue Services]
Generated description
Frederick County Fire and Rescue Services is the county-level emergency response agency providing fire protection, emergency medical services, and rescue operations throughout Frederick County, Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frederick County Fire and Rescue Services Target entity description: Frederick County Fire and Rescue Services is the county-level emergency response agency providing fire protection, emergency medical services, and rescue operations throughout Frederick County, Maryland.
-
A.
Fairfax County Fire and Rescue Department
The Fairfax County Fire and Rescue Department is the primary agency providing fire protection, emergency medical services, and rescue operations for Fairfax County, Virginia, one of the largest and most populous jurisdictions in the Washington, D.C. metropolitan area.
-
B.
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.
-
C.
Arlington County Fire Department
The Arlington County Fire Department is the professional fire and emergency medical services agency responsible for protecting life and property in Arlington County, Virginia.
-
D.
Prince Frederick Volunteer Fire Department
Prince Frederick Volunteer Fire Department is a community-based, all-volunteer fire and rescue organization serving the town of Prince Frederick and surrounding areas in Calvert County, Maryland.
-
E.
South County Fire
South County Fire is a regional fire and emergency medical services agency serving Lynnwood and surrounding communities in south Snohomish County, Washington.
- 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_69c6995703e0819081de77361b602e78 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701fd18d88190888144a7d0f228d9 |
completed | March 27, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a248750481908f0de08aee78c9ba |
completed | March 29, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_69c8a2fd5a348190a952f6cc3e622474 |
completed | March 29, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8a3a570948190ba733c3c858d4bfd |
completed | March 29, 2026, 3:59 a.m. |
Created at: March 27, 2026, 4:01 p.m.