Triple

T8791262
Position Surface form Disambiguated ID Type / Status
Subject Manitowoc County E209169 entity
Predicate contains P35 FINISHED
Object Town of Two Creeks
The Town of Two Creeks is a small rural municipality in eastern Wisconsin known for its agricultural landscape and proximity to Lake Michigan.
 E756508 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: Town of Two Creeks | Statement: [Manitowoc County, contains, Town of Two Creeks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Town of Two Creeks
Context triple: [Manitowoc County, contains, Town of Two Creeks]
  • 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. 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.
  • D. Fish Creek, Wisconsin
    Fish Creek, Wisconsin is a small, scenic village and popular tourist destination on the shores of Green Bay in Door County, known for its waterfront, arts scene, and access to Peninsula State Park.
  • 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: Town of Two Creeks
Triple: [Manitowoc County, contains, Town of Two Creeks]
Generated description
The Town of Two Creeks is a small rural municipality in eastern Wisconsin known for its agricultural landscape and proximity to Lake Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Town of Two Creeks
Target entity description: The Town of Two Creeks is a small rural municipality in eastern Wisconsin known for its agricultural landscape and proximity to 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. 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.
  • D. Fish Creek, Wisconsin
    Fish Creek, Wisconsin is a small, scenic village and popular tourist destination on the shores of Green Bay in Door County, known for its waterfront, arts scene, and access to Peninsula State Park.
  • 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_69ca836168108190bb43d3dc235c1f55 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f8e6e4881909155c40c52bc082c completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf5220af84819095ddefd84fd9f369 completed April 3, 2026, 5:37 a.m.
NEDg Description generation batch_69cf5379dc748190a9b6522d7a68eed4 completed April 3, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf54129d888190b61d67f99ad36cb8 completed April 3, 2026, 5:45 a.m.
Created at: March 30, 2026, 6:43 p.m.