Triple
T21833482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twinsburg |
E539058
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Twinsburg Public Library
Twinsburg Public Library is the main public library serving the residents of Twinsburg, Ohio, providing access to books, digital resources, and community programs.
|
E1504345
|
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: Twinsburg Public Library | Statement: [Twinsburg, hasPublicLibrary, Twinsburg Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twinsburg Public Library Context triple: [Twinsburg, hasPublicLibrary, Twinsburg Public Library]
-
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.
Westerville Public Library
Westerville Public Library is a public library system serving the community of Westerville, Ohio with lending materials, programs, and educational resources.
-
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.
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.
-
E.
Cooksville Library
Cooksville Library is a public library branch serving the Cooksville community with lending materials, study spaces, and educational 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: Twinsburg Public Library Triple: [Twinsburg, hasPublicLibrary, Twinsburg Public Library]
Generated description
Twinsburg Public Library is the main public library serving the residents of Twinsburg, Ohio, providing access to books, digital resources, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Twinsburg Public Library Target entity description: Twinsburg Public Library is the main public library serving the residents of Twinsburg, Ohio, providing access to books, digital resources, and community programs.
-
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.
Westerville Public Library
Westerville Public Library is a public library system serving the community of Westerville, Ohio with lending materials, programs, and educational resources.
-
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.
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.
-
E.
Cooksville Library
Cooksville Library is a public library branch serving the Cooksville community with lending materials, study spaces, and educational programs.
- 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_69e0c475cda88190987d08f23caebdc1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0a7a5eeb88190b58b5b6d363cd6e3 |
completed | April 28, 2026, 12:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a45eafcc08190bc104ab80428a497 |
completed | May 17, 2026, 10:49 p.m. |
| NEDg | Description generation | batch_6a0a46c771348190aa1fa8b3b8fcac3f |
completed | May 17, 2026, 10:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a47bf44c881908504b2537649adf6 |
completed | May 17, 2026, 10:57 p.m. |
Created at: April 16, 2026, 6:55 p.m.