Triple

T837898

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wake Forest	`E18110`	entity
Predicate	hasParkSystem	`P4748`	FINISHED
Object	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.	`E98992`	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 Parks, Recreation & Cultural Resources Department | Statement: [Wake Forest, hasParkSystem, Wake Forest Parks, Recreation & Cultural Resources Department]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Wake Forest Parks, Recreation & Cultural Resources Department
Context triple: [Wake Forest, hasParkSystem, Wake Forest Parks, Recreation & Cultural Resources Department]

A. North Carolina Division of Parks and Recreation
The North Carolina Division of Parks and Recreation is the state agency responsible for managing and protecting North Carolina’s system of state parks, natural areas, and recreational resources.
B. New Jersey Division of Parks and Forestry
The New Jersey Division of Parks and Forestry is the state agency responsible for managing New Jersey’s public parks, forests, and historic sites, overseeing their conservation, recreation, and educational use.
C. DeSoto Parks and Recreation Department
DeSoto Parks and Recreation Department is the municipal agency responsible for managing and maintaining the city of DeSoto’s parks, recreational facilities, and community programs.
D. Duke Forest
Duke Forest is a large research, teaching, and recreational forest owned and managed by Duke University in the Durham, North Carolina area.
E. Kent County Parks Department
Kent County Parks Department is the local government agency responsible for managing and maintaining parks, recreational facilities, and natural areas in Kent County, Michigan.
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 Parks, Recreation & Cultural Resources Department
Triple: [Wake Forest, hasParkSystem, Wake Forest Parks, Recreation & Cultural Resources Department]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Wake Forest Parks, Recreation & Cultural Resources Department
Target entity description: 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.

A. North Carolina Division of Parks and Recreation
The North Carolina Division of Parks and Recreation is the state agency responsible for managing and protecting North Carolina’s system of state parks, natural areas, and recreational resources.
B. New Jersey Division of Parks and Forestry
The New Jersey Division of Parks and Forestry is the state agency responsible for managing New Jersey’s public parks, forests, and historic sites, overseeing their conservation, recreation, and educational use.
C. DeSoto Parks and Recreation Department
DeSoto Parks and Recreation Department is the municipal agency responsible for managing and maintaining the city of DeSoto’s parks, recreational facilities, and community programs.
D. Duke Forest
Duke Forest is a large research, teaching, and recreational forest owned and managed by Duke University in the Durham, North Carolina area.
E. Kent County Parks Department
Kent County Parks Department is the local government agency responsible for managing and maintaining parks, recreational facilities, and natural areas in Kent County, Michigan.
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_69a7929624e88190bb7e1c644b8cc52b`	completed	March 4, 2026, 2:01 a.m.
NEDg	Description generation	`batch_69a793a3fa2481909cfdfd5825ee8e8d`	completed	March 4, 2026, 2:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69a794261614819089e8d36c7a0a94f1`	completed	March 4, 2026, 2:08 a.m.

Created at: March 1, 2026, 7:38 p.m.