Triple

T7847982
Position Surface form Disambiguated ID Type / Status
Subject Southeastern Wisconsin E181969 entity
Predicate hasMajorCity P316 FINISHED
Object Oak Creek
Oak Creek is a suburban city in Milwaukee County, Wisconsin, known for its residential communities, industrial parks, and proximity to Milwaukee and Lake Michigan.
 E712026 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: Oak Creek | Statement: [Southeastern Wisconsin, hasMajorCity, Oak Creek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oak Creek
Context triple: [Southeastern Wisconsin, hasMajorCity, Oak Creek]
  • A. Oak Creek
    Oak Creek is a master-planned residential village within the city of Irvine, California, known for its suburban neighborhoods, parks, and community amenities.
  • B. Oak Creek
    Oak Creek is a scenic stream in northern Arizona known for flowing through the red rock canyons around Sedona and supporting popular recreation and wildlife habitats.
  • C. Battle Creek
    Battle Creek is a mid-sized city in south-central Michigan known historically for its cereal industry and as the headquarters of Kellogg Company.
  • D. Battle Creek
    Battle Creek is a stream in Maryland that flows through the Battle Creek Cypress Swamp Sanctuary, supporting its unique wetland ecosystem.
  • E. Wisconsin Rapids
    Wisconsin Rapids is a small city in central Wisconsin known historically for its paper industry and location along the Wisconsin River.
  • 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: Oak Creek
Triple: [Southeastern Wisconsin, hasMajorCity, Oak Creek]
Generated description
Oak Creek is a suburban city in Milwaukee County, Wisconsin, known for its residential communities, industrial parks, and proximity to Milwaukee and Lake Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oak Creek
Target entity description: Oak Creek is a suburban city in Milwaukee County, Wisconsin, known for its residential communities, industrial parks, and proximity to Milwaukee and Lake Michigan.
  • A. Oak Creek
    Oak Creek is a master-planned residential village within the city of Irvine, California, known for its suburban neighborhoods, parks, and community amenities.
  • B. Oak Creek
    Oak Creek is a scenic stream in northern Arizona known for flowing through the red rock canyons around Sedona and supporting popular recreation and wildlife habitats.
  • C. Battle Creek
    Battle Creek is a stream in Maryland that flows through the Battle Creek Cypress Swamp Sanctuary, supporting its unique wetland ecosystem.
  • D. Battle Creek
    Battle Creek is a mid-sized city in south-central Michigan known historically for its cereal industry and as the headquarters of Kellogg Company.
  • E. Wisconsin Rapids
    Wisconsin Rapids is a small city in central Wisconsin known historically for its paper industry and location along the Wisconsin River.
  • 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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb18e7f5988190808ae4dcfbc06991 completed March 31, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc934b8fb88190b84e5d6317c966b2 completed April 1, 2026, 3:38 a.m.
NEDg Description generation batch_69cc955542fc8190a84be60f4efea915 completed April 1, 2026, 3:47 a.m.
NED2 Entity disambiguation (via description) batch_69cc964c6b308190ae121072b1180268 completed April 1, 2026, 3:51 a.m.
Created at: March 30, 2026, 4:49 p.m.