Triple

T4669498
Position Surface form Disambiguated ID Type / Status
Subject Clinton County, Michigan E102926 entity
Predicate containsVillage P4011 FINISHED
Object Hubbardston, Michigan
Hubbardston, Michigan is a small rural village in central Michigan known for its close-knit community and historic charm.
E527279 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: Hubbardston, Michigan | Statement: [Clinton County, Michigan, containsVillage, Hubbardston, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hubbardston, Michigan
Context triple: [Clinton County, Michigan, containsVillage, Hubbardston, Michigan]
  • A. Newberry, Michigan
    Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
  • B. Vermontville, Michigan
    Vermontville, Michigan is a small rural village in Eaton County known for its historic charm and annual maple syrup festival.
  • C. Stockbridge, Michigan
    Stockbridge, Michigan is a small village in Ingham County known for its rural character and historic downtown in south-central Michigan.
  • D. Williamston, Michigan
    Williamston, Michigan is a small city in central Michigan known for its historic downtown, community events, and proximity to the Lansing metropolitan area.
  • E. Rudyard, Michigan
    Rudyard, Michigan is a small rural community in Michigan’s Upper Peninsula known for its agricultural character and proximity to major transportation routes in Chippewa County.
  • 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: Hubbardston, Michigan
Triple: [Clinton County, Michigan, containsVillage, Hubbardston, Michigan]
Generated description
Hubbardston, Michigan is a small rural village in central Michigan known for its close-knit community and historic charm.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hubbardston, Michigan
Target entity description: Hubbardston, Michigan is a small rural village in central Michigan known for its close-knit community and historic charm.
  • A. Newberry, Michigan
    Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
  • B. Vermontville, Michigan
    Vermontville, Michigan is a small rural village in Eaton County known for its historic charm and annual maple syrup festival.
  • C. Stockbridge, Michigan
    Stockbridge, Michigan is a small village in Ingham County known for its rural character and historic downtown in south-central Michigan.
  • D. Williamston, Michigan
    Williamston, Michigan is a small city in central Michigan known for its historic downtown, community events, and proximity to the Lansing metropolitan area.
  • E. Rudyard, Michigan
    Rudyard, Michigan is a small rural community in Michigan’s Upper Peninsula known for its agricultural character and proximity to major transportation routes in Chippewa County.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6340ce548190bd436c59f28227d7 completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfe1423aa481909fd062c54779a3a2 completed March 22, 2026, 12:32 p.m.
NEDg Description generation batch_69bfe2090dc881908f34713715512abc completed March 22, 2026, 12:35 p.m.
NED2 Entity disambiguation (via description) batch_69bfe26520d08190a95231410eedc78c completed March 22, 2026, 12:36 p.m.
Created at: March 20, 2026, 1:15 p.m.