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.