Triple
T18224610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Wake Forest government |
E436390
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object | Wake Forest Public Works Department |
—
|
NE NERFINISHED |
How this triple was built (3 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 Public Works Department | Statement: [Town of Wake Forest government, hasDepartment, Wake Forest Public Works Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wake Forest Public Works Department Context triple: [Town of Wake Forest government, hasDepartment, Wake Forest Public Works 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 University Board of Trustees
The Wake Forest University Board of Trustees is the institution’s primary governing body, responsible for overseeing its strategic direction, financial health, and overall governance.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wake Forest Public Works Department Target entity description: The Wake Forest Public Works Department is a municipal agency responsible for maintaining and improving the town’s infrastructure, including streets, sanitation, and public spaces.
-
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 University Board of Trustees
The Wake Forest University Board of Trustees is the institution’s primary governing body, responsible for overseeing its strategic direction, financial health, and overall governance.
- F. None of above. chosen
Provenance (2 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. |
Created at: April 10, 2026, 10:32 a.m.