Triple
T4375380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wake Forest Parks, Recreation & Cultural Resources Department |
E98992
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Town of Wake Forest government
The Town of Wake Forest government is the municipal authority responsible for providing local services, administration, and community programs to residents of Wake Forest, North Carolina.
|
E436390
|
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: Town of Wake Forest government | Statement: [Wake Forest Parks, Recreation & Cultural Resources Department, partOf, Town of Wake Forest government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Wake Forest government Context triple: [Wake Forest Parks, Recreation & Cultural Resources Department, partOf, Town of Wake Forest government]
-
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 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.
-
C.
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.
-
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.
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.
- 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: Town of Wake Forest government Triple: [Wake Forest Parks, Recreation & Cultural Resources Department, partOf, Town of Wake Forest government]
Generated description
The Town of Wake Forest government is the municipal authority responsible for providing local services, administration, and community programs to residents of Wake Forest, North Carolina.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Town of Wake Forest government Target entity description: The Town of Wake Forest government is the municipal authority responsible for providing local services, administration, and community programs to residents 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 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.
-
C.
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.
-
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.
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.
- 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_69b3454ea8f48190a49c2436624d6ef6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352222df48190bead639e99635faf |
completed | March 12, 2026, 11:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e5162d5081909e7d8813907e25a6 |
completed | March 14, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69b5eeadd68881909820a75aaff9d8d5 |
completed | March 14, 2026, 11:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5ef36f2bc8190a21e0f2fadbdd697 |
completed | March 14, 2026, 11:28 p.m. |
Created at: March 12, 2026, 11:18 p.m.