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.