Triple

T10686471
Position Surface form Disambiguated ID Type / Status
Subject Brownstown Township, Michigan E251889 entity
Predicate adjacentTo P224 FINISHED
Object Berlin Charter Township, Michigan
Berlin Charter Township, Michigan is a small charter township in Monroe County known for its mix of rural landscapes, residential communities, and proximity to both Lake Erie and the Detroit metropolitan area.
E541681 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: Berlin Charter Township, Michigan | Statement: [Brownstown Township, Michigan, adjacentTo, Berlin Charter Township, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berlin Charter Township, Michigan
Context triple: [Brownstown Township, Michigan, adjacentTo, Berlin Charter Township, Michigan]
  • A. Berlin Township, Michigan
    Berlin Township, Michigan is a rural civil township in Monroe County in the southeastern part of the state, known for its agricultural landscape and small-community character.
  • B. Jamestown Charter Township, Michigan
    Jamestown Charter Township, Michigan is a charter township in Ottawa County known for its rapidly growing residential communities and proximity to the Grand Rapids metropolitan area.
  • C. Charter Township of Chesterfield, Michigan
    The Charter Township of Chesterfield is a suburban community in Macomb County, Michigan, known for its residential neighborhoods, retail centers, and access to Lake St. Clair.
  • D. Tallmadge Charter Township, Michigan
    Tallmadge Charter Township, Michigan is a rural charter township in Ottawa County known for its agricultural landscape and proximity to the Grand River and the Grand Rapids metropolitan area.
  • E. Pittsfield Charter Township, Michigan
    Pittsfield Charter Township, Michigan is a charter township in Washtenaw County that serves as a suburban community adjacent to the city of Ann Arbor.
  • 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: Berlin Charter Township, Michigan
Triple: [Brownstown Township, Michigan, adjacentTo, Berlin Charter Township, Michigan]
Generated description
Berlin Charter Township, Michigan is a small charter township in Monroe County known for its mix of rural landscapes, residential communities, and proximity to both Lake Erie and the Detroit metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berlin Charter Township, Michigan
Target entity description: Berlin Charter Township, Michigan is a small charter township in Monroe County known for its mix of rural landscapes, residential communities, and proximity to both Lake Erie and the Detroit metropolitan area.
  • A. Berlin Township, Michigan chosen
    Berlin Township, Michigan is a rural civil township in Monroe County in the southeastern part of the state, known for its agricultural landscape and small-community character.
  • B. Jamestown Charter Township, Michigan
    Jamestown Charter Township, Michigan is a charter township in Ottawa County known for its rapidly growing residential communities and proximity to the Grand Rapids metropolitan area.
  • C. Charter Township of Chesterfield, Michigan
    The Charter Township of Chesterfield is a suburban community in Macomb County, Michigan, known for its residential neighborhoods, retail centers, and access to Lake St. Clair.
  • D. Tallmadge Charter Township, Michigan
    Tallmadge Charter Township, Michigan is a rural charter township in Ottawa County known for its agricultural landscape and proximity to the Grand River and the Grand Rapids metropolitan area.
  • E. Pittsfield Charter Township, Michigan
    Pittsfield Charter Township, Michigan is a charter township in Washtenaw County that serves as a suburban community adjacent to the city of Ann Arbor.
  • F. None of above.

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_69d6aa5bd7c08190a816e733b4045c23 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fd192220819088eff88148376266 completed April 9, 2026, 1:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d98894cea48190877a015dcb645bee completed April 10, 2026, 11:32 p.m.
NEDg Description generation batch_69d98aeb82988190a17b009c74279423 completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98c2aae048190b348e5614ff23f03 completed April 10, 2026, 11:47 p.m.
Created at: April 8, 2026, 9:10 p.m.