Triple
T8957654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Friendship, Maryland |
E213515
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Howard County Fire and Rescue services
Howard County Fire and Rescue Services is the county-level emergency response agency providing fire protection, emergency medical services, and rescue operations throughout Howard County, Maryland.
|
E769685
|
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: Howard County Fire and Rescue services | Statement: [West Friendship, Maryland, hasPublicService, Howard County Fire and Rescue services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Howard County Fire and Rescue services Context triple: [West Friendship, Maryland, hasPublicService, Howard County Fire and Rescue services]
-
A.
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.
-
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.
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.
-
D.
Essex County Fire and Rescue Service
Essex County Fire and Rescue Service is the statutory fire and rescue authority responsible for providing firefighting, rescue, and emergency response services across the county of Essex in England.
-
E.
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.
- 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: Howard County Fire and Rescue services Triple: [West Friendship, Maryland, hasPublicService, Howard County Fire and Rescue services]
Generated description
Howard County Fire and Rescue Services is the county-level emergency response agency providing fire protection, emergency medical services, and rescue operations throughout Howard County, Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Howard County Fire and Rescue services Target entity description: Howard County Fire and Rescue Services is the county-level emergency response agency providing fire protection, emergency medical services, and rescue operations throughout Howard County, Maryland.
-
A.
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.
-
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.
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.
-
D.
Essex County Fire and Rescue Service
Essex County Fire and Rescue Service is the statutory fire and rescue authority responsible for providing firefighting, rescue, and emergency response services across the county of Essex in England.
-
E.
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.
- 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_69ca8399ad2081909f8fa41d4314c215 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6729ab7c8190a6168f0aa70a5520 |
completed | April 1, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc9430a8c819096e0df38c107d1bd |
completed | April 3, 2026, 2:05 p.m. |
| NEDg | Description generation | batch_69cfcaabe06481908e4a1a20dc16906e |
completed | April 3, 2026, 2:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfcb5d2be48190847967325f4c8f03 |
completed | April 3, 2026, 2:14 p.m. |
Created at: March 30, 2026, 7 p.m.