Triple
T1059084
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LaRue County |
E22863
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
LaRue County Fire and Rescue
LaRue County Fire and Rescue is the primary emergency response agency providing fire protection and rescue services to LaRue County, Kentucky.
|
E126359
|
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: LaRue County Fire and Rescue | Statement: [LaRue County, hasFireDepartment, LaRue County Fire and Rescue]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LaRue County Fire and Rescue Context triple: [LaRue County, hasFireDepartment, LaRue County Fire and Rescue]
-
A.
LaRue County EMS
LaRue County EMS is the primary emergency medical services provider responsible for pre-hospital care and ambulance transport in LaRue County, Kentucky.
-
B.
Webster County Fire Department
The Webster County Fire Department is the primary firefighting and emergency response agency serving the residents and properties of Webster County, Georgia.
-
C.
LaRue County Sheriff’s Office
The LaRue County Sheriff’s Office is the primary law enforcement agency responsible for public safety, criminal investigations, and court-related services within LaRue County, Kentucky.
-
D.
LaRue County Public Schools
LaRue County Public Schools is the public school district responsible for providing K–12 education to students in LaRue County, Kentucky.
-
E.
LaRue County Public Library
LaRue County Public Library is the main public library serving residents of LaRue County, Kentucky with books, digital resources, and community programs.
- 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: LaRue County Fire and Rescue Triple: [LaRue County, hasFireDepartment, LaRue County Fire and Rescue]
Generated description
LaRue County Fire and Rescue is the primary emergency response agency providing fire protection and rescue services to LaRue County, Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LaRue County Fire and Rescue Target entity description: LaRue County Fire and Rescue is the primary emergency response agency providing fire protection and rescue services to LaRue County, Kentucky.
-
A.
LaRue County EMS
LaRue County EMS is the primary emergency medical services provider responsible for pre-hospital care and ambulance transport in LaRue County, Kentucky.
-
B.
Webster County Fire Department
The Webster County Fire Department is the primary firefighting and emergency response agency serving the residents and properties of Webster County, Georgia.
-
C.
LaRue County Sheriff’s Office
The LaRue County Sheriff’s Office is the primary law enforcement agency responsible for public safety, criminal investigations, and court-related services within LaRue County, Kentucky.
-
D.
LaRue County Public Schools
LaRue County Public Schools is the public school district responsible for providing K–12 education to students in LaRue County, Kentucky.
-
E.
LaRue County Public Library
LaRue County Public Library is the main public library serving residents of LaRue County, Kentucky with books, digital resources, and community programs.
- 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_69a493dada0481909c43649f9843ea91 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b8f28c7c8190b9ca3749666bcbf3 |
completed | March 1, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c1d82c88190b418e2e2f050b563 |
completed | March 7, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69ac4e109c3c8190abcbc66aef59c52f |
completed | March 7, 2026, 4:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac4e646698819083403336eb07b7ff |
completed | March 7, 2026, 4:12 p.m. |
Created at: March 1, 2026, 7:42 p.m.