Triple

T7013580
Position Surface form Disambiguated ID Type / Status
Subject Dakota County, Minnesota E162643 entity
Predicate containsCity P294 FINISHED
Object Apple Valley, Minnesota
Apple Valley, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for its residential communities and attractions like the Minnesota Zoo.
 E636312 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: Apple Valley, Minnesota | Statement: [Dakota County, Minnesota, containsCity, Apple Valley, Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apple Valley, Minnesota
Context triple: [Dakota County, Minnesota, containsCity, Apple Valley, Minnesota]
  • A. Spring Valley, Minnesota
    Spring Valley, Minnesota is a small city in southeastern Minnesota known for its rural community character and proximity to agricultural and natural areas.
  • B. Apple Valley
    Apple Valley is a high-desert town in Southern California known for its residential communities, scenic Mojave Desert setting, and role as part of the Victor Valley region.
  • C. Burnsville, Minnesota
    Burnsville, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for its residential communities, commercial centers, and proximity to major transportation routes.
  • D. Anoka, Minnesota
    Anoka, Minnesota is a city in the Twin Cities metropolitan area known as the "Halloween Capital of the World" for its long-running Halloween celebrations.
  • E. Stewartville, Minnesota
    Stewartville, Minnesota is a small city in southeastern Minnesota best known as the birthplace of Richard Warren Sears, co-founder of the Sears, Roebuck and Company retail empire.
  • 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: Apple Valley, Minnesota
Triple: [Dakota County, Minnesota, containsCity, Apple Valley, Minnesota]
Generated description
Apple Valley, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for its residential communities and attractions like the Minnesota Zoo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apple Valley, Minnesota
Target entity description: Apple Valley, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for its residential communities and attractions like the Minnesota Zoo.
  • A. Spring Valley, Minnesota
    Spring Valley, Minnesota is a small city in southeastern Minnesota known for its rural community character and proximity to agricultural and natural areas.
  • B. Apple Valley
    Apple Valley is a high-desert town in Southern California known for its residential communities, scenic Mojave Desert setting, and role as part of the Victor Valley region.
  • C. Burnsville, Minnesota
    Burnsville, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for its residential communities, commercial centers, and proximity to major transportation routes.
  • D. Anoka, Minnesota
    Anoka, Minnesota is a city in the Twin Cities metropolitan area known as the "Halloween Capital of the World" for its long-running Halloween celebrations.
  • E. Stewartville, Minnesota
    Stewartville, Minnesota is a small city in southeastern Minnesota best known as the birthplace of Richard Warren Sears, co-founder of the Sears, Roebuck and Company retail empire.
  • 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_69c6885a127c8190867b059bdccf13ff completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dc59cbfc8190bba9ebd14143d43c completed March 27, 2026, 7:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c775656fe48190a9690f5aaca3ba4c completed March 28, 2026, 6:29 a.m.
NEDg Description generation batch_69c7774e453881909df31386a911cfa4 completed March 28, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69c777d9c29c81908a816aed059ecc96 completed March 28, 2026, 6:40 a.m.
Created at: March 27, 2026, 2:34 p.m.