Triple
T17151236
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomery County government |
E416224
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Montgomery County Fire and Rescue Service
The Montgomery County Fire and Rescue Service is the county-level emergency response agency responsible for providing fire protection, emergency medical services, and rescue operations throughout Montgomery County, Maryland.
|
E1252127
|
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: Montgomery County Fire and Rescue Service | Statement: [Montgomery County government, hasDepartment, Montgomery County Fire and Rescue Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montgomery County Fire and Rescue Service Context triple: [Montgomery County government, hasDepartment, Montgomery County Fire and Rescue Service]
-
A.
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.
-
B.
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.
-
C.
Monroe County Fire Rescue
Monroe County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Monroe County, Florida, including the Florida Keys.
-
D.
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.
-
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: Montgomery County Fire and Rescue Service Triple: [Montgomery County government, hasDepartment, Montgomery County Fire and Rescue Service]
Generated description
The Montgomery County Fire and Rescue Service is the county-level emergency response agency responsible for providing fire protection, emergency medical services, and rescue operations throughout Montgomery County, Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montgomery County Fire and Rescue Service Target entity description: The Montgomery County Fire and Rescue Service is the county-level emergency response agency responsible for providing fire protection, emergency medical services, and rescue operations throughout Montgomery County, Maryland.
-
A.
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.
-
B.
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.
-
C.
Monroe County Fire Rescue
Monroe County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Monroe County, Florida, including the Florida Keys.
-
D.
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.
-
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_69d886d279c081909f8ff1f743ddeb69 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f40775848190ada44742c0113ab3 |
completed | April 18, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01415b1d7c81908d000b0362042687 |
completed | May 11, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_6a0141b73e008190be8aa85dec1ba517 |
completed | May 11, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01421d159c819096efc46fa08a48b9 |
completed | May 11, 2026, 2:42 a.m. |
Created at: April 10, 2026, 5:36 a.m.