Triple
T10151294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | St. Leonard, Maryland |
E232646
|
entity |
| Predicate | hasPrimaryFireRescueService |
P62810
|
FINISHED |
| Object |
St. Leonard Volunteer Fire Department
The St. Leonard Volunteer Fire Department is a community-based, volunteer-run fire and emergency rescue organization serving the St. Leonard area of Calvert County, Maryland.
|
E843103
|
NE FINISHED |
How this triple was built (5 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: St. Leonard Volunteer Fire Department | Statement: [St. Leonard, Maryland, hasPrimaryFireRescueService, St. Leonard Volunteer Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: St. Leonard Volunteer Fire Department Context triple: [St. Leonard, Maryland, hasPrimaryFireRescueService, St. Leonard Volunteer Fire Department]
-
A.
Fairview Fire Department
The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
-
B.
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
-
C.
Westwood Fire Department
The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
-
D.
Newton Fire Department
Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
-
E.
Vails Gate Fire Department
Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
- 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: St. Leonard Volunteer Fire Department Triple: [St. Leonard, Maryland, hasPrimaryFireRescueService, St. Leonard Volunteer Fire Department]
Generated description
The St. Leonard Volunteer Fire Department is a community-based, volunteer-run fire and emergency rescue organization serving the St. Leonard area of Calvert County, Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: St. Leonard Volunteer Fire Department Target entity description: The St. Leonard Volunteer Fire Department is a community-based, volunteer-run fire and emergency rescue organization serving the St. Leonard area of Calvert County, Maryland.
-
A.
Fairview Fire Department
The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
-
B.
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
-
C.
Westwood Fire Department
The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
-
D.
Newton Fire Department
Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
-
E.
Vails Gate Fire Department
Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPrimaryFireRescueService Context triple: [St. Leonard, Maryland, hasPrimaryFireRescueService, St. Leonard Volunteer Fire Department]
-
A.
hasFireAndRescueServiceCategory
Indicates the specific fire and rescue service classification or category assigned to an entity, such as a building, facility, or site.
-
B.
hasFireServicesFrom
chosen
Indicates that one entity receives fire protection or firefighting services from another entity.
-
C.
hasFireServiceCollege
Indicates that an entity is associated with, or has jurisdiction over, a specific fire service training or educational college.
-
D.
hasFireStation
Indicates that a location or area contains or is served by a fire station.
-
E.
fireRescue
Indicates a relationship where one entity performs or is responsible for rescuing people or property from fires or fire-related emergencies involving another entity.
- F. None of above.
Provenance (6 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_69ca84885e48819088a31b127cf44904 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdec0584a48190b65daa8370555c27 |
completed | April 2, 2026, 4:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e640d1e0819094d30556ccb958b0 |
completed | April 5, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69d2e750ceb08190bcb2d1b4c248b30d |
completed | April 5, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e7c486ec819085ad0019ab12de2a |
completed | April 5, 2026, 10:52 p.m. |
| PD | Predicate disambiguation | batch_69cd4ba4f5d88190ba68e63be10b08c7 |
completed | April 1, 2026, 4:45 p.m. |
Created at: March 30, 2026, 9:08 p.m.