Triple

T4286668
Position Surface form Disambiguated ID Type / Status
Subject Kent County, Michigan E97284 entity
Predicate containsTownship P847 FINISHED
Object Grattan Township, Michigan
Grattan Township, Michigan is a rural civil township in Kent County known for its lakes, farmland, and small residential communities northeast of Grand Rapids.
E425971 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: Grattan Township, Michigan | Statement: [Kent County, Michigan, containsTownship, Grattan Township, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grattan Township, Michigan
Context triple: [Kent County, Michigan, containsTownship, Grattan Township, Michigan]
  • A. Fort Gratiot Township, Michigan
    Fort Gratiot Township, Michigan is a suburban community in St. Clair County known for its commercial centers, residential neighborhoods, and proximity to the Blue Water Bridge and Lake Huron shoreline.
  • B. Grass Lake Township, Michigan
    Grass Lake Township, Michigan is a rural civil township in south-central Michigan known for its small-town character, lakes, and proximity to the city of Jackson.
  • C. Georgetown Township, Michigan
    Georgetown Township, Michigan is a populous suburban community in western Michigan that serves as the primary population and commercial center of Ottawa County.
  • D. Osceola Township, Michigan
    Osceola Township, Michigan is a rural township in Osceola County known for its natural landscapes and recreational opportunities along the Muskegon River.
  • E. Turin Township, Michigan
    Turin Township, Michigan is a small civil township located in Marquette County in the Upper Peninsula of Michigan, known for its rural character and forested landscape.
  • 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: Grattan Township, Michigan
Triple: [Kent County, Michigan, containsTownship, Grattan Township, Michigan]
Generated description
Grattan Township, Michigan is a rural civil township in Kent County known for its lakes, farmland, and small residential communities northeast of Grand Rapids.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grattan Township, Michigan
Target entity description: Grattan Township, Michigan is a rural civil township in Kent County known for its lakes, farmland, and small residential communities northeast of Grand Rapids.
  • A. Fort Gratiot Township, Michigan
    Fort Gratiot Township, Michigan is a suburban community in St. Clair County known for its commercial centers, residential neighborhoods, and proximity to the Blue Water Bridge and Lake Huron shoreline.
  • B. Grass Lake Township, Michigan
    Grass Lake Township, Michigan is a rural civil township in south-central Michigan known for its small-town character, lakes, and proximity to the city of Jackson.
  • C. Georgetown Township, Michigan
    Georgetown Township, Michigan is a populous suburban community in western Michigan that serves as the primary population and commercial center of Ottawa County.
  • D. Osceola Township, Michigan
    Osceola Township, Michigan is a rural township in Osceola County known for its natural landscapes and recreational opportunities along the Muskegon River.
  • E. Turin Township, Michigan
    Turin Township, Michigan is a small civil township located in Marquette County in the Upper Peninsula of Michigan, known for its rural character and forested landscape.
  • 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_69b3454595848190a0e6bbb6a2bea040 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3505d23d88190a638f2cc2acee9ee completed March 12, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7c8c1ac819086ded38c1abe9b63 completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b8e9ab9c81909a19062a901e8a1b completed March 14, 2026, 7:37 p.m.
NED2 Entity disambiguation (via description) batch_69b5b95cfbdc8190b65cf338aa9abd5b completed March 14, 2026, 7:39 p.m.
Created at: March 12, 2026, 11:08 p.m.