Triple
T7270202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prince Frederick, Maryland |
E161080
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
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.
|
E653028
|
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: Prince Frederick Volunteer Fire Department | Statement: [Prince Frederick, Maryland, hasFireDepartment, Prince Frederick Volunteer Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prince Frederick Volunteer Fire Department Context triple: [Prince Frederick, Maryland, hasFireDepartment, Prince Frederick 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.
Fairburn Fire Department
The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
-
C.
Union Fire Company
Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
-
D.
Fairfield Volunteer Fire Department
The Fairfield Volunteer Fire Department is a community-based fire and emergency response organization serving the town of Fairfield, Vermont.
-
E.
Atlantic Fire Department
The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
- 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: Prince Frederick Volunteer Fire Department Triple: [Prince Frederick, Maryland, hasFireDepartment, Prince Frederick Volunteer Fire Department]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prince Frederick Volunteer Fire Department Target entity description: 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.
-
A.
Fairview Fire Department
The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
-
B.
Fairburn Fire Department
The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
-
C.
Union Fire Company
Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
-
D.
Fairfield Volunteer Fire Department
The Fairfield Volunteer Fire Department is a community-based fire and emergency response organization serving the town of Fairfield, Vermont.
-
E.
Atlantic Fire Department
The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
- 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_69c6885181008190b419040e22939c7c |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eae9f8bc8190a8c31cc29926919c |
completed | March 27, 2026, 8:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7db21e5e88190afcff211a7794de7 |
completed | March 28, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_69c7dbd350a08190aa34ada9ba8d39ce |
completed | March 28, 2026, 1:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7dc7cb2d48190a40523eb7b03a9ef |
completed | March 28, 2026, 1:49 p.m. |
Created at: March 27, 2026, 2:58 p.m.