Triple

T2039733
Position Surface form Disambiguated ID Type / Status
Subject Cuyahoga County E44712 entity
Predicate hasMunicipality P847 FINISHED
Object Walton Hills
Walton Hills is a small suburban village in northeastern Ohio known for its residential character and proximity to the Cleveland metropolitan area.
E233320 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: Walton Hills | Statement: [Cuyahoga County, hasMunicipality, Walton Hills]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walton Hills
Context triple: [Cuyahoga County, hasMunicipality, Walton Hills]
  • A. Greenwood Heights
    Greenwood Heights is a residential neighborhood in Brooklyn, New York City, known for its hilly streets, diverse community, and proximity to the historic Green-Wood Cemetery.
  • B. Garfield Ridge
    Garfield Ridge is a residential neighborhood on Chicago’s Southwest Side known for its proximity to Midway International Airport and its mix of bungalows, parks, and long-time working- and middle-class residents.
  • C. Holly Hill
    Holly Hill is a small city in Volusia County, Florida, situated just inland from the Atlantic coast near Daytona Beach.
  • D. Gaineswood
    Gaineswood is a historic 19th-century Greek Revival plantation house and National Historic Landmark located in Demopolis, Alabama.
  • E. Oakland Hills
    Oakland Hills is a predominantly residential, hilly region in Oakland, California, known for its scenic views, winding roads, and affluent neighborhoods nestled in the East Bay hills.
  • 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: Walton Hills
Triple: [Cuyahoga County, hasMunicipality, Walton Hills]
Generated description
Walton Hills is a small suburban village in northeastern Ohio known for its residential character and proximity to the Cleveland metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walton Hills
Target entity description: Walton Hills is a small suburban village in northeastern Ohio known for its residential character and proximity to the Cleveland metropolitan area.
  • A. Greenwood Heights
    Greenwood Heights is a residential neighborhood in Brooklyn, New York City, known for its hilly streets, diverse community, and proximity to the historic Green-Wood Cemetery.
  • B. Garfield Ridge
    Garfield Ridge is a residential neighborhood on Chicago’s Southwest Side known for its proximity to Midway International Airport and its mix of bungalows, parks, and long-time working- and middle-class residents.
  • C. Holly Hill
    Holly Hill is a small city in Volusia County, Florida, situated just inland from the Atlantic coast near Daytona Beach.
  • D. Gaineswood
    Gaineswood is a historic 19th-century Greek Revival plantation house and National Historic Landmark located in Demopolis, Alabama.
  • E. Oakland Hills
    Oakland Hills is a predominantly residential, hilly region in Oakland, California, known for its scenic views, winding roads, and affluent neighborhoods nestled in the East Bay hills.
  • 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_69a889159ec481908f9e4472d9f480c7 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9533bd881909e3aecff7ddb5a8b completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae304cc62c81909d152ee6ae543d7e completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30c7b2108190974bd010f6ab7a0e completed March 9, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69ae312b15cc8190a759cb26168303f8 completed March 9, 2026, 2:32 a.m.
Created at: March 4, 2026, 7:39 p.m.