Triple
T837897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wake Forest |
E18110
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Wake Forest Fire Department
The Wake Forest Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the town of Wake Forest, North Carolina.
|
E102617
|
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: Wake Forest Fire Department | Statement: [Wake Forest, hasFireDepartment, Wake Forest Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wake Forest Fire Department Context triple: [Wake Forest, hasFireDepartment, Wake Forest Fire Department]
-
A.
Wake Forest Police Department
The Wake Forest Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and community policing in the town of Wake Forest, North Carolina.
-
B.
Wake Forest Community Library
Wake Forest Community Library is a public library serving the town of Wake Forest, North Carolina, offering lending materials, community programs, and access to information resources.
-
C.
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.
-
D.
Wake Forest Historic District
Wake Forest Historic District is a nationally recognized historic area in Wake Forest, North Carolina, known for its well-preserved 19th- and early 20th-century residential, commercial, and institutional architecture associated with the town’s development and the former Wake Forest College.
-
E.
Newton Fire Department
Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
- 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: Wake Forest Fire Department Triple: [Wake Forest, hasFireDepartment, Wake Forest Fire Department]
Generated description
The Wake Forest Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the town of Wake Forest, North Carolina.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wake Forest Fire Department Target entity description: The Wake Forest Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the town of Wake Forest, North Carolina.
-
A.
Wake Forest Police Department
The Wake Forest Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and community policing in the town of Wake Forest, North Carolina.
-
B.
Wake Forest Community Library
Wake Forest Community Library is a public library serving the town of Wake Forest, North Carolina, offering lending materials, community programs, and access to information resources.
-
C.
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.
-
D.
Wake Forest Historic District
Wake Forest Historic District is a nationally recognized historic area in Wake Forest, North Carolina, known for its well-preserved 19th- and early 20th-century residential, commercial, and institutional architecture associated with the town’s development and the former Wake Forest College.
-
E.
Newton Fire Department
Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
- 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_69a49389f44881909a608fb27d89f247 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4abd0e8bc8190afe29cd4745c2f86 |
completed | March 1, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3b8c9b081908fd04ac23d45e932 |
completed | March 4, 2026, 3:15 a.m. |
| NEDg | Description generation | batch_69a7a9696c108190a25271f7fe4b2ccd |
completed | March 4, 2026, 3:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7aa75fb908190bd70054288c249ec |
completed | March 4, 2026, 3:43 a.m. |
Created at: March 1, 2026, 7:38 p.m.