Triple
T2192770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Canton, South Dakota |
E49899
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Canton Public Library
Canton Public Library is a community public library serving the residents of Canton, South Dakota with access to books, media, and local educational resources.
|
E248883
|
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: Canton Public Library | Statement: [Canton, South Dakota, hasPublicLibrary, Canton Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Canton Public Library Context triple: [Canton, South Dakota, hasPublicLibrary, Canton Public Library]
-
A.
Cornelius Public Library
Cornelius Public Library is the public library serving the community of Cornelius, Oregon, providing access to books, digital resources, and community programs.
-
B.
Clinton Public Library
Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
-
C.
Forest Park Public Library
Forest Park Public Library is the public library serving the community of Forest Park, Illinois, providing access to books, digital resources, and educational programs for residents.
-
D.
Thomas Crane Public Library
Thomas Crane Public Library is a landmark Romanesque Revival public library building in Quincy, Massachusetts, celebrated as one of architect Henry Hobson Richardson’s masterpieces.
-
E.
Monroe Community Library
Monroe Community Library is a branch library serving the Monroe area as part of the Corvallis-Benton County Public Library system in Oregon.
- 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: Canton Public Library Triple: [Canton, South Dakota, hasPublicLibrary, Canton Public Library]
Generated description
Canton Public Library is a community public library serving the residents of Canton, South Dakota with access to books, media, and local educational resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Canton Public Library Target entity description: Canton Public Library is a community public library serving the residents of Canton, South Dakota with access to books, media, and local educational resources.
-
A.
Cornelius Public Library
Cornelius Public Library is the public library serving the community of Cornelius, Oregon, providing access to books, digital resources, and community programs.
-
B.
Clinton Public Library
Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
-
C.
Forest Park Public Library
Forest Park Public Library is the public library serving the community of Forest Park, Illinois, providing access to books, digital resources, and educational programs for residents.
-
D.
Thomas Crane Public Library
Thomas Crane Public Library is a landmark Romanesque Revival public library building in Quincy, Massachusetts, celebrated as one of architect Henry Hobson Richardson’s masterpieces.
-
E.
Monroe Community Library
Monroe Community Library is a branch library serving the Monroe area as part of the Corvallis-Benton County Public Library system in Oregon.
- 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_69a88aaba3c48190b351cab9b26989ff |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbf4a542881908aaaf4f0f85bc32c |
completed | March 7, 2026, 6:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6af40330819094b3b9d74a63b602 |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6c6bfba88190b3f2b8a081f2393e |
completed | March 9, 2026, 6:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6cbf1ae88190a35c65605470a01f |
completed | March 9, 2026, 6:46 a.m. |
Created at: March 4, 2026, 7:46 p.m.