Triple
T23144736
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warren, Ohio |
E577554
|
entity |
| Predicate | hasPublicLibrarySystem |
P10267
|
FINISHED |
| Object | Warren-Trumbull County Public Library |
—
|
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: Warren-Trumbull County Public Library | Statement: [Warren, Ohio, hasPublicLibrarySystem, Warren-Trumbull County Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warren-Trumbull County Public Library Context triple: [Warren, Ohio, hasPublicLibrarySystem, Warren-Trumbull County Public Library]
-
A.
Warren County Public Library
Warren County Public Library is the public library system serving residents of Warren County, Kentucky, providing access to books, digital resources, and community programs.
-
B.
Wayne County Public Library
Wayne County Public Library is a public library system serving residents of Wooster and the surrounding communities in Wayne County, Ohio with books, digital resources, and community programs.
-
C.
Waunakee Public Library
Waunakee Public Library is the community library serving residents of Waunakee, Wisconsin, providing access to books, digital resources, and educational programs.
-
D.
Allen County Public Library
Allen County Public Library is the main public library serving the residents of Scottsville and the surrounding Allen County area in Kentucky.
-
E.
Kellogg Public Library
Kellogg Public Library is a community library serving the residents of Kellogg with access to books, information resources, and public programs.
- 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: Warren-Trumbull County Public Library Target entity description: The Warren-Trumbull County Public Library is the main public library system serving residents of Warren and surrounding communities in Trumbull County, Ohio, providing access to books, digital resources, and community programs.
-
A.
Warren County Public Library
Warren County Public Library is the public library system serving residents of Warren County, Kentucky, providing access to books, digital resources, and community programs.
-
B.
Wayne County Public Library
Wayne County Public Library is a public library system serving residents of Wooster and the surrounding communities in Wayne County, Ohio with books, digital resources, and community programs.
-
C.
Waunakee Public Library
Waunakee Public Library is the community library serving residents of Waunakee, Wisconsin, providing access to books, digital resources, and educational programs.
-
D.
Allen County Public Library
Allen County Public Library is the main public library serving the residents of Scottsville and the surrounding Allen County area in Kentucky.
-
E.
Kellogg Public Library
Kellogg Public Library is a community library serving the residents of Kellogg with access to books, information resources, and public programs.
- 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.