Triple
T23145072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boardman |
E577563
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object | Boardman Branch of Public Library of Youngstown and Mahoning County |
—
|
NE NERFINISHED |
How this triple was built (3 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: Boardman Branch of Public Library of Youngstown and Mahoning County | Statement: [Boardman, hasPublicLibrary, Boardman Branch of Public Library of Youngstown and Mahoning County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boardman Branch of Public Library of Youngstown and Mahoning County Context triple: [Boardman, hasPublicLibrary, Boardman Branch of Public Library of Youngstown and Mahoning 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.
Newcomerstown Public Library
Newcomerstown Public Library is a community library in Newcomerstown, Ohio, providing local residents with access to books, media, and educational services.
-
D.
Columbiana Public Library
Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boardman Branch of Public Library of Youngstown and Mahoning County Target entity description: The Boardman Branch of the Public Library of Youngstown and Mahoning County is a community library facility serving the Boardman, Ohio area with lending materials, public programs, and information services.
-
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.
Newcomerstown Public Library
Newcomerstown Public Library is a community library in Newcomerstown, Ohio, providing local residents with access to books, media, and educational services.
-
D.
Columbiana Public Library
Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
-
E.
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.
- F. None of above. chosen
Provenance (2 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_69e245f8e6248190ba3d58e068b4dccb |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18ecd40108190aaad7faf754b7936 |
completed | April 29, 2026, 4:53 a.m. |
Created at: April 17, 2026, 4:01 p.m.