Triple

T4286674
Position Surface form Disambiguated ID Type / Status
Subject Kent County, Michigan E97284 entity
Predicate containsTownship P847 FINISHED
Object Sparta Township, Michigan
Sparta Township, Michigan is a rural civil township in Kent County known for its agricultural landscape and small-town community northwest of Grand Rapids.
E425973 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: Sparta Township, Michigan | Statement: [Kent County, Michigan, containsTownship, Sparta Township, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sparta Township, Michigan
Context triple: [Kent County, Michigan, containsTownship, Sparta Township, Michigan]
  • A. Park Township, Michigan
    Park Township, Michigan is a lakeside community in Ottawa County known for its residential neighborhoods, parks, and access to Lake Michigan near the city of Holland.
  • B. Lansing Township, Michigan
    Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
  • C. Houghton Township, Michigan
    Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
  • D. Marquette Township, Michigan
    Marquette Township, Michigan is a charter township in Michigan’s Upper Peninsula that serves as a commercial and residential hub just west of the city of Marquette.
  • E. Calumet Township, Michigan
    Calumet Township, Michigan is a historic township on the Keweenaw Peninsula known for its copper mining heritage and location near the village of Calumet in Michigan’s Upper Peninsula.
  • 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: Sparta Township, Michigan
Triple: [Kent County, Michigan, containsTownship, Sparta Township, Michigan]
Generated description
Sparta Township, Michigan is a rural civil township in Kent County known for its agricultural landscape and small-town community northwest of Grand Rapids.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sparta Township, Michigan
Target entity description: Sparta Township, Michigan is a rural civil township in Kent County known for its agricultural landscape and small-town community northwest of Grand Rapids.
  • A. Park Township, Michigan
    Park Township, Michigan is a lakeside community in Ottawa County known for its residential neighborhoods, parks, and access to Lake Michigan near the city of Holland.
  • B. Lansing Township, Michigan
    Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
  • C. Houghton Township, Michigan
    Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
  • D. Marquette Township, Michigan
    Marquette Township, Michigan is a charter township in Michigan’s Upper Peninsula that serves as a commercial and residential hub just west of the city of Marquette.
  • E. Calumet Township, Michigan
    Calumet Township, Michigan is a historic township on the Keweenaw Peninsula known for its copper mining heritage and location near the village of Calumet in Michigan’s Upper Peninsula.
  • 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.