Triple
T11744948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Buffalo Grove, Illinois |
E279254
|
entity |
| Predicate | hasLibraryDistrict |
P101120
|
FINISHED |
| Object |
Vernon Area Public Library District
Vernon Area Public Library District is a public library system serving residents of Buffalo Grove and surrounding communities in suburban Lake County, Illinois.
|
E944543
|
NE FINISHED |
How this triple was built (5 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: Vernon Area Public Library District | Statement: [Buffalo Grove, Illinois, hasLibraryDistrict, Vernon Area Public Library District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vernon Area Public Library District Context triple: [Buffalo Grove, Illinois, hasLibraryDistrict, Vernon Area Public Library District]
-
A.
Vinton Public Library
Vinton Public Library is the main public library serving the residents of Vinton, Iowa, providing access to books, media, and community programs.
-
B.
Acorn Public Library District
Acorn Public Library District is a public library system serving the community of Oak Forest, Illinois, by providing access to books, digital resources, and educational programs.
-
C.
Gail Borden Public Library District
Gail Borden Public Library District is a public library system in Illinois that provides library services, resources, and programs to residents in and around the Elgin area, including Pingree Grove.
-
D.
Verona Public Library
Verona Public Library is the community library serving residents of Verona, New Jersey, providing access to books, media, and educational programs.
-
E.
Westwood Public Library
Westwood Public Library is the main public library serving the residents of Westwood, Massachusetts with lending materials, programs, and community services.
- 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: Vernon Area Public Library District Triple: [Buffalo Grove, Illinois, hasLibraryDistrict, Vernon Area Public Library District]
Generated description
Vernon Area Public Library District is a public library system serving residents of Buffalo Grove and surrounding communities in suburban Lake County, Illinois.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vernon Area Public Library District Target entity description: Vernon Area Public Library District is a public library system serving residents of Buffalo Grove and surrounding communities in suburban Lake County, Illinois.
-
A.
Vinton Public Library
Vinton Public Library is the main public library serving the residents of Vinton, Iowa, providing access to books, media, and community programs.
-
B.
Acorn Public Library District
Acorn Public Library District is a public library system serving the community of Oak Forest, Illinois, by providing access to books, digital resources, and educational programs.
-
C.
Gail Borden Public Library District
Gail Borden Public Library District is a public library system in Illinois that provides library services, resources, and programs to residents in and around the Elgin area, including Pingree Grove.
-
D.
Verona Public Library
Verona Public Library is the community library serving residents of Verona, New Jersey, providing access to books, media, and educational programs.
-
E.
Westwood Public Library
Westwood Public Library is the main public library serving the residents of Westwood, Massachusetts with lending materials, programs, and community services.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLibraryDistrict Context triple: [Buffalo Grove, Illinois, hasLibraryDistrict, Vernon Area Public Library District]
-
A.
hasLibraryBranch
Indicates that an entity possesses or is associated with one or more library branches as part of its organizational structure or services.
-
B.
hasPublicLibraryBuilding
Indicates that an entity possesses or is associated with a public library building as a physical facility.
-
C.
hasBorrowingSystem
Indicates that an entity possesses or employs a system or mechanism for borrowing items, resources, or services.
-
D.
hasDigitalLibrary
Indicates that an entity maintains or provides access to a collection of digital resources or publications.
-
E.
library
Indicates that an entity functions as or is associated with a library, typically as a place or system for storing, organizing, and providing access to collections of information resources.
- F. None of above. chosen
Provenance (7 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_69d6ab01038c819080714901502c84fc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a4f2a38c8190a682d8dae1ab9415 |
completed | April 10, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f019e4f0988190afe0b92f4c9d8073 |
completed | April 28, 2026, 2:22 a.m. |
| NEDg | Description generation | batch_69f043b3c51c8190a764433e86f1333e |
completed | April 28, 2026, 5:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f05aa351888190a31092e6a9aee26b |
completed | April 28, 2026, 6:58 a.m. |
| PD | Predicate disambiguation | batch_69d88a813cc48190a3dfdc60e8af80ae |
completed | April 10, 2026, 5:28 a.m. |
| PDg | Predicate description generation | batch_69d890458d948190b15054c9ba0fd923 |
completed | April 10, 2026, 5:53 a.m. |
Created at: April 8, 2026, 9:41 p.m.