Triple

T16294364

Position	Surface form	Disambiguated ID	Type / Status
Subject	Independence Township, Michigan	`E395608`	entity
Predicate	partOf	`P40`	FINISHED
Object	Oakland County, Michigan Parks and Recreation system (via Independence Oaks) The Oakland County, Michigan Parks and Recreation system is a county-level network of parks, natural areas, and recreational facilities that manages sites such as Independence Oaks to provide outdoor recreation and conservation opportunities for residents and visitors.	`E1205741`	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: Oakland County, Michigan Parks and Recreation system (via Independence Oaks) | Statement: [Independence Township, Michigan, partOf, Oakland County, Michigan Parks and Recreation system (via Independence Oaks)]

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

Target entity: Oakland County, Michigan Parks and Recreation system (via Independence Oaks)
Context triple: [Independence Township, Michigan, partOf, Oakland County, Michigan Parks and Recreation system (via Independence Oaks)]

A. Royal Oak parks system
The Royal Oak parks system is the network of public parks and recreational green spaces managed by the city of Royal Oak, Michigan.
B. Kalamazoo County Parks system
The Kalamazoo County Parks system is a network of public parks and recreational areas in Kalamazoo County, Michigan, offering outdoor activities, natural preservation, and community facilities for residents and visitors.
C. Detroit Parks and Recreation Department
The Detroit Parks and Recreation Department is the municipal agency responsible for managing and maintaining Detroit’s public parks, recreation facilities, and major outdoor landmarks.
D. Ottawa County Parks and Recreation
Ottawa County Parks and Recreation is the county-level agency responsible for managing and maintaining parks, natural areas, and recreational facilities throughout Ottawa County, Michigan.
E. Green Oak Township, Michigan
Green Oak Township, Michigan is a charter township in Livingston County known as a suburban community between Ann Arbor and Detroit with a mix of residential areas, commercial development, and natural spaces.
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: Oakland County, Michigan Parks and Recreation system (via Independence Oaks)
Triple: [Independence Township, Michigan, partOf, Oakland County, Michigan Parks and Recreation system (via Independence Oaks)]

Generated description

The Oakland County, Michigan Parks and Recreation system is a county-level network of parks, natural areas, and recreational facilities that manages sites such as Independence Oaks to provide outdoor recreation and conservation opportunities for residents and visitors.

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

Target entity: Oakland County, Michigan Parks and Recreation system (via Independence Oaks)
Target entity description: The Oakland County, Michigan Parks and Recreation system is a county-level network of parks, natural areas, and recreational facilities that manages sites such as Independence Oaks to provide outdoor recreation and conservation opportunities for residents and visitors.

A. Royal Oak parks system
The Royal Oak parks system is the network of public parks and recreational green spaces managed by the city of Royal Oak, Michigan.
B. Kalamazoo County Parks system
The Kalamazoo County Parks system is a network of public parks and recreational areas in Kalamazoo County, Michigan, offering outdoor activities, natural preservation, and community facilities for residents and visitors.
C. Detroit Parks and Recreation Department
The Detroit Parks and Recreation Department is the municipal agency responsible for managing and maintaining Detroit’s public parks, recreation facilities, and major outdoor landmarks.
D. Ottawa County Parks and Recreation
Ottawa County Parks and Recreation is the county-level agency responsible for managing and maintaining parks, natural areas, and recreational facilities throughout Ottawa County, Michigan.
E. Green Oak Township, Michigan
Green Oak Township, Michigan is a charter township in Livingston County known as a suburban community between Ann Arbor and Detroit with a mix of residential areas, commercial development, and natural spaces.
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_69d87f22c7248190a54c949738441e2e`	completed	April 10, 2026, 4:40 a.m.
NER	Named-entity recognition	`batch_69e25e2c255881909d99c43770475329`	completed	April 17, 2026, 4:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a001f9965b8819080278ccef15288aa`	completed	May 10, 2026, 6:03 a.m.
NEDg	Description generation	`batch_6a0021459c4081908e4c1d2e0bc8a5be`	completed	May 10, 2026, 6:10 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0022247e908190842ca6186b4e9c4c`	completed	May 10, 2026, 6:13 a.m.

Created at: April 10, 2026, 5:05 a.m.