Triple

T11583517
Position Surface form Disambiguated ID Type / Status
Subject Acme Township, Michigan E274690 entity
Predicate borders P224 FINISHED
Object Williamsburg, Michigan
Williamsburg, Michigan is an unincorporated community in Grand Traverse County known for its rural character and proximity to the Traverse City area in northern Michigan.
E1256665 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: Williamsburg, Michigan | Statement: [Acme Township, Michigan, borders, Williamsburg, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Williamsburg, Michigan
Context triple: [Acme Township, Michigan, borders, Williamsburg, Michigan]
  • A. Frankfort, Michigan
    Frankfort, Michigan is a small Lake Michigan shoreline city known for its harbor, beaches, and role as a regional tourism and fishing hub in northwestern Michigan.
  • B. Riverview, Michigan
    Riverview, Michigan is a small suburban city in southeastern Michigan, located along the Detroit River and known for its residential character within the Downriver area near Detroit.
  • C. Westland, Michigan
    Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
  • D. Lexington, Michigan
    Lexington, Michigan is a small lakeside village on the shores of Lake Huron known for its marina, beaches, and role as a popular tourist destination in Michigan’s Blue Water Area.
  • E. Frenchtown, Michigan
    Frenchtown, Michigan is a historic community in Monroe County known for its early French settlement and role in the War of 1812.
  • 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: Williamsburg, Michigan
Triple: [Acme Township, Michigan, borders, Williamsburg, Michigan]
Generated description
Williamsburg, Michigan is an unincorporated community in Grand Traverse County known for its rural character and proximity to the Traverse City area in northern Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Williamsburg, Michigan
Target entity description: Williamsburg, Michigan is an unincorporated community in Grand Traverse County known for its rural character and proximity to the Traverse City area in northern Michigan.
  • A. Frankfort, Michigan
    Frankfort, Michigan is a small Lake Michigan shoreline city known for its harbor, beaches, and role as a regional tourism and fishing hub in northwestern Michigan.
  • B. Riverview, Michigan
    Riverview, Michigan is a small suburban city in southeastern Michigan, located along the Detroit River and known for its residential character within the Downriver area near Detroit.
  • C. Westland, Michigan
    Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
  • D. Lexington, Michigan
    Lexington, Michigan is a small lakeside village on the shores of Lake Huron known for its marina, beaches, and role as a popular tourist destination in Michigan’s Blue Water Area.
  • E. Frenchtown, Michigan
    Frenchtown, Michigan is a historic community in Monroe County known for its early French settlement and role in the War of 1812.
  • 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_69d6aae6b14c81908dc5a74bad7591f9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904db5748190ae5f10ae86ccdf46 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a015fb168548190afb975ef60fa5f3e completed May 11, 2026, 4:48 a.m.
NEDg Description generation batch_6a0161b31540819098aa6275f96433ad completed May 11, 2026, 4:57 a.m.
NED2 Entity disambiguation (via description) batch_6a016299d9ac8190be74d5db0d28ea36 completed May 11, 2026, 5:01 a.m.
Created at: April 8, 2026, 9:38 p.m.