Triple

T12036323
Position Surface form Disambiguated ID Type / Status
Subject Lake Bluff, Illinois E286547 entity
Predicate hasPublicLibrary P105 FINISHED
Object Lake Bluff Public Library
Lake Bluff Public Library is a community public library in Lake Bluff, Illinois, providing local residents with access to books, media, programs, and other educational resources.
E961454 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: Lake Bluff Public Library | Statement: [Lake Bluff, Illinois, hasPublicLibrary, Lake Bluff Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lake Bluff Public Library
Context triple: [Lake Bluff, Illinois, hasPublicLibrary, Lake Bluff Public Library]
  • A. Lake Forest Library
    Lake Forest Library is a public library serving the community of Lake Forest, Illinois, providing access to books, media, and educational resources.
  • B. Oak Brook Public Library
    Oak Brook Public Library is a community public library serving residents of Oak Brook, Illinois with lending materials, programs, and information services.
  • C. Wilmette Public Library
    Wilmette Public Library is the main public library serving the residents of Wilmette, Illinois, offering lending materials, educational programs, and community services.
  • D. Glenview Public Library
    Glenview Public Library is a community library system in Illinois that provides educational, cultural, and informational services to residents of Glenview and nearby areas.
  • E. Tinley Park Public Library
    Tinley Park Public Library is a community public library serving the residents of Tinley Park, Illinois with lending materials, educational programs, and local 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: Lake Bluff Public Library
Triple: [Lake Bluff, Illinois, hasPublicLibrary, Lake Bluff Public Library]
Generated description
Lake Bluff Public Library is a community public library in Lake Bluff, Illinois, providing local residents with access to books, media, programs, and other educational resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lake Bluff Public Library
Target entity description: Lake Bluff Public Library is a community public library in Lake Bluff, Illinois, providing local residents with access to books, media, programs, and other educational resources.
  • A. Lake Forest Library
    Lake Forest Library is a public library serving the community of Lake Forest, Illinois, providing access to books, media, and educational resources.
  • B. Oak Brook Public Library
    Oak Brook Public Library is a community public library serving residents of Oak Brook, Illinois with lending materials, programs, and information services.
  • C. Wilmette Public Library
    Wilmette Public Library is the main public library serving the residents of Wilmette, Illinois, offering lending materials, educational programs, and community services.
  • D. Glenview Public Library
    Glenview Public Library is a community library system in Illinois that provides educational, cultural, and informational services to residents of Glenview and nearby areas.
  • E. Tinley Park Public Library
    Tinley Park Public Library is a community public library serving the residents of Tinley Park, Illinois with lending materials, educational programs, and local 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90408cbf0819093270c9833ef149a completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d7d453c8190a27c5feca8f38991 completed May 1, 2026, 12:33 p.m.
NEDg Description generation batch_69f53d930714819080f92d223d930389 completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564b826ec819098906cf735e45093 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:47 p.m.