Triple

T4657481
Position Surface form Disambiguated ID Type / Status
Subject Eaton County, Michigan E102443 entity
Predicate hasVillage P4011 FINISHED
Object Sunfield, Michigan
Sunfield, Michigan is a small rural village located in Eaton County in the south-central region of the state.
E680531 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: Sunfield, Michigan | Statement: [Eaton County, Michigan, hasVillage, Sunfield, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sunfield, Michigan
Context triple: [Eaton County, Michigan, hasVillage, Sunfield, Michigan]
  • A. Bergland, Michigan
    Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
  • B. 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.
  • C. Fairview, Michigan
    Fairview, Michigan is a small unincorporated community in Oscoda County known as a rural service center amid the forests and lakes of northeastern Michigan’s Lower Peninsula.
  • D. Kingsley, Michigan
    Kingsley, Michigan is a small village in northwestern Michigan that serves as a residential and community hub within the Grand Traverse County region.
  • E. Luzerne, Michigan
    Luzerne, Michigan is a small unincorporated community in Oscoda County known for its rural setting and access to outdoor recreation in northern Michigan.
  • 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: Sunfield, Michigan
Triple: [Eaton County, Michigan, hasVillage, Sunfield, Michigan]
Generated description
Sunfield, Michigan is a small rural village located in Eaton County in the south-central region of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sunfield, Michigan
Target entity description: Sunfield, Michigan is a small rural village located in Eaton County in the south-central region of the state.
  • A. Bergland, Michigan
    Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
  • B. 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.
  • C. Fairview, Michigan
    Fairview, Michigan is a small unincorporated community in Oscoda County known as a rural service center amid the forests and lakes of northeastern Michigan’s Lower Peninsula.
  • D. Kingsley, Michigan
    Kingsley, Michigan is a small village in northwestern Michigan that serves as a residential and community hub within the Grand Traverse County region.
  • E. Luzerne, Michigan
    Luzerne, Michigan is a small unincorporated community in Oscoda County known for its rural setting and access to outdoor recreation in northern Michigan.
  • 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_69bd43d823288190952279faa0d1d066 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd631a855c81909773737fd238a14d completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a1f26d948190b887c4ccc19548cc completed March 29, 2026, 3:52 a.m.
NEDg Description generation batch_69c8a295f4108190ac84575f8fe4b3dc completed March 29, 2026, 3:55 a.m.
NED2 Entity disambiguation (via description) batch_69c8a2fe5e4c8190b522820fcc5ece93 completed March 29, 2026, 3:56 a.m.
Created at: March 20, 2026, 1:15 p.m.