Triple

T10623154
Position Surface form Disambiguated ID Type / Status
Subject Forest Park, Ohio E250254 entity
Predicate hasPublicLibraryBranchOf P81813 FINISHED
Object Public Library of Cincinnati and Hamilton County
The Public Library of Cincinnati and Hamilton County is a major public library system serving Cincinnati and surrounding Hamilton County communities in Ohio with extensive collections, services, and branch locations.
E876185 NE FINISHED

How this triple was built (5 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: Public Library of Cincinnati and Hamilton County | Statement: [Forest Park, Ohio, hasPublicLibraryBranchOf, Public Library of Cincinnati and Hamilton County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Library of Cincinnati and Hamilton County
Context triple: [Forest Park, Ohio, hasPublicLibraryBranchOf, Public Library of Cincinnati and Hamilton County]
  • A. Cuyahoga County Public Library
    Cuyahoga County Public Library is a large public library system serving numerous communities throughout Cuyahoga County, Ohio, with extensive collections, programs, and services.
  • B. Lorain Public Library System
    The Lorain Public Library System is a network of public libraries serving residents of Lorain, Ohio and surrounding communities with books, digital resources, and community programs.
  • C. Dayton Metro Library
    Dayton Metro Library is a public library system serving the Dayton, Ohio metropolitan area with multiple branches and community services.
  • D. Cleveland Public Library Main Branch
    The Cleveland Public Library Main Branch is the flagship central library of Cleveland’s public library system, renowned for its historic architecture, extensive collections, and prominent civic presence.
  • E. Columbiana Public Library
    Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
  • 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: Public Library of Cincinnati and Hamilton County
Triple: [Forest Park, Ohio, hasPublicLibraryBranchOf, Public Library of Cincinnati and Hamilton County]
Generated description
The Public Library of Cincinnati and Hamilton County is a major public library system serving Cincinnati and surrounding Hamilton County communities in Ohio with extensive collections, services, and branch locations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Library of Cincinnati and Hamilton County
Target entity description: The Public Library of Cincinnati and Hamilton County is a major public library system serving Cincinnati and surrounding Hamilton County communities in Ohio with extensive collections, services, and branch locations.
  • A. Cuyahoga County Public Library
    Cuyahoga County Public Library is a large public library system serving numerous communities throughout Cuyahoga County, Ohio, with extensive collections, programs, and services.
  • B. Lorain Public Library System
    The Lorain Public Library System is a network of public libraries serving residents of Lorain, Ohio and surrounding communities with books, digital resources, and community programs.
  • C. Dayton Metro Library
    Dayton Metro Library is a public library system serving the Dayton, Ohio metropolitan area with multiple branches and community services.
  • D. Cleveland Public Library Main Branch
    The Cleveland Public Library Main Branch is the flagship central library of Cleveland’s public library system, renowned for its historic architecture, extensive collections, and prominent civic presence.
  • E. Columbiana Public Library
    Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPublicLibraryBranchOf
Context triple: [Forest Park, Ohio, hasPublicLibraryBranchOf, Public Library of Cincinnati and Hamilton County]
  • A. hasLibraryBranch chosen
    Indicates that an entity possesses or is associated with one or more library branches as part of its organizational structure or services.
  • B. hasPublicLibraryBuilding
    Indicates that an entity possesses or is associated with a public library building as a physical facility.
  • C. hasBorrowingSystem
    Indicates that an entity possesses or employs a system or mechanism for borrowing items, resources, or services.
  • D. centralBranch
    Indicates that one entity functions as the main or primary branch within a larger organizational or structural system relative to another entity.
  • E. isMainLibraryOf
    Indicates that a library serves as the primary or central library for a given organization, system, or collection.
  • F. None of above.

Provenance (6 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6df7f11fc8190aed858f2e1443c08 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b9a27f881908e451bfa6c118af4 completed April 10, 2026, 9:28 p.m.
NEDg Description generation batch_69d96fe942648190a8779e13e16b9196 completed April 10, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_69d970f3f78081909bcb2dae6dae06d5 completed April 10, 2026, 9:51 p.m.
PD Predicate disambiguation batch_69d6dd7fae088190973f70c69738af49 completed April 8, 2026, 10:58 p.m.
Created at: April 8, 2026, 8:52 p.m.