Triple
T9394112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mingo Junction, Ohio |
E226098
|
entity |
| Predicate | hasLibrarySystem |
P35
|
FINISHED |
| Object |
Public Library of Steubenville and Jefferson County
The Public Library of Steubenville and Jefferson County is a public library system in eastern Ohio that provides library services, resources, and programs to residents of Steubenville, Mingo Junction, and surrounding communities in Jefferson County.
|
E796539
|
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: Public Library of Steubenville and Jefferson County | Statement: [Mingo Junction, Ohio, hasLibrarySystem, Public Library of Steubenville and Jefferson County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Library of Steubenville and Jefferson County Context triple: [Mingo Junction, Ohio, hasLibrarySystem, Public Library of Steubenville and Jefferson County]
-
A.
Columbiana Public Library
Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
-
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.
Johnstown Public Library
Johnstown Public Library is a community library in Johnstown, New York that provides local residents with access to books, media, and educational services.
-
D.
Penn Hills Library
Penn Hills Library is the public library serving the community of Penn Hills, Pennsylvania, providing access to books, media, and educational resources.
-
E.
Shippensburg Public Library
Shippensburg Public Library is a community library in Shippensburg, Pennsylvania, providing local residents with access to books, media, and educational resources.
- 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 Steubenville and Jefferson County Triple: [Mingo Junction, Ohio, hasLibrarySystem, Public Library of Steubenville and Jefferson County]
Generated description
The Public Library of Steubenville and Jefferson County is a public library system in eastern Ohio that provides library services, resources, and programs to residents of Steubenville, Mingo Junction, and surrounding communities in Jefferson County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Library of Steubenville and Jefferson County Target entity description: The Public Library of Steubenville and Jefferson County is a public library system in eastern Ohio that provides library services, resources, and programs to residents of Steubenville, Mingo Junction, and surrounding communities in Jefferson County.
-
A.
Columbiana Public Library
Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
-
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.
Johnstown Public Library
Johnstown Public Library is a community library in Johnstown, New York that provides local residents with access to books, media, and educational services.
-
D.
Penn Hills Library
Penn Hills Library is the public library serving the community of Penn Hills, Pennsylvania, providing access to books, media, and educational resources.
-
E.
Shippensburg Public Library
Shippensburg Public Library is a community library in Shippensburg, Pennsylvania, providing local residents with access to books, media, and educational resources.
- 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_69ca842f7e3481908bf5bcf52e032dbd |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd511150008190be04142e477e8bf1 |
completed | April 1, 2026, 5:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1010ffcd4819088edafbdb43c2c00 |
completed | April 4, 2026, 12:16 p.m. |
| NEDg | Description generation | batch_69d102cdd0688190aa024c295c58a04b |
completed | April 4, 2026, 12:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1035f47b0819085e5a67978344ba2 |
completed | April 4, 2026, 12:26 p.m. |
Created at: March 30, 2026, 7:45 p.m.