Triple
T18224613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Wake Forest government |
E436390
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Wake Forest Inspections Department
Wake Forest Inspections Department is the municipal office responsible for enforcing building codes, conducting inspections, and overseeing permitting and safety compliance within the Town of Wake Forest.
|
E1312719
|
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 Inspections Department | Statement: [Town of Wake Forest government, hasDepartment, Wake Forest Inspections Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wake Forest Inspections Department Context triple: [Town of Wake Forest government, hasDepartment, Wake Forest Inspections 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 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.
-
C.
Wake Forest Parks, Recreation & Cultural Resources Department
The Wake Forest Parks, Recreation & Cultural Resources Department is the municipal agency responsible for managing the town’s parks, recreational programs, and cultural activities in Wake Forest, North Carolina.
-
D.
Wake Forest University Athletics Department
The Wake Forest University Athletics Department is the administrative body that oversees and manages the university’s NCAA Division I athletic programs, including the Demon Deacons teams.
-
E.
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.
- 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 Inspections Department Triple: [Town of Wake Forest government, hasDepartment, Wake Forest Inspections Department]
Generated description
Wake Forest Inspections Department is the municipal office responsible for enforcing building codes, conducting inspections, and overseeing permitting and safety compliance within the Town of Wake Forest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wake Forest Inspections Department Target entity description: Wake Forest Inspections Department is the municipal office responsible for enforcing building codes, conducting inspections, and overseeing permitting and safety compliance within the Town of Wake Forest.
-
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 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.
-
C.
Wake Forest Parks, Recreation & Cultural Resources Department
The Wake Forest Parks, Recreation & Cultural Resources Department is the municipal agency responsible for managing the town’s parks, recreational programs, and cultural activities in Wake Forest, North Carolina.
-
D.
Wake Forest University Athletics Department
The Wake Forest University Athletics Department is the administrative body that oversees and manages the university’s NCAA Division I athletic programs, including the Demon Deacons teams.
-
E.
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.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e47e5e8c819095454b6557a5d5a5 |
completed | April 19, 2026, 2:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f1fd2e48190b7d20d3b72d61e7a |
completed | May 12, 2026, 9:44 p.m. |
| NEDg | Description generation | batch_6a039fcd9548819088b6f89a24e5f14e |
completed | May 12, 2026, 9:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a14b22208190b4f18bff55367dc9 |
completed | May 12, 2026, 9:53 p.m. |
Created at: April 10, 2026, 10:32 a.m.