Triple

T8956537
Position Surface form Disambiguated ID Type / Status
Subject Wheeling, Illinois E213483 entity
Predicate hasPublicLibrary P105 FINISHED
Object Indian Trails Public Library District
Indian Trails Public Library District is a suburban public library system serving residents of Wheeling, Illinois, and surrounding communities with lending, educational, and community services.
E767456 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: Indian Trails Public Library District | Statement: [Wheeling, Illinois, hasPublicLibrary, Indian Trails Public Library District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Indian Trails Public Library District
Context triple: [Wheeling, Illinois, hasPublicLibrary, Indian Trails Public Library District]
  • A. Prairie Trails Public Library District
    Prairie Trails Public Library District is a community public library system serving residents of Burbank, Illinois, and surrounding areas with educational, informational, and recreational resources.
  • B. Cottonwood Public Library
    Cottonwood Public Library is the main public library serving the residents of Cottonwood, Arizona with books, digital resources, and community programs.
  • C. Daniel Boone Regional Library
    Daniel Boone Regional Library is a public library system serving Columbia, Missouri and surrounding communities with lending, research, and educational services.
  • D. Woodson Regional Library
    Woodson Regional Library is a major branch of the Chicago Public Library system on Chicago’s South Side, known for its extensive collections and community services.
  • E. 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.
  • 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: Indian Trails Public Library District
Triple: [Wheeling, Illinois, hasPublicLibrary, Indian Trails Public Library District]
Generated description
Indian Trails Public Library District is a suburban public library system serving residents of Wheeling, Illinois, and surrounding communities with lending, educational, and community services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Indian Trails Public Library District
Target entity description: Indian Trails Public Library District is a suburban public library system serving residents of Wheeling, Illinois, and surrounding communities with lending, educational, and community services.
  • A. Prairie Trails Public Library District
    Prairie Trails Public Library District is a community public library system serving residents of Burbank, Illinois, and surrounding areas with educational, informational, and recreational resources.
  • B. Cottonwood Public Library
    Cottonwood Public Library is the main public library serving the residents of Cottonwood, Arizona with books, digital resources, and community programs.
  • C. Daniel Boone Regional Library
    Daniel Boone Regional Library is a public library system serving Columbia, Missouri and surrounding communities with lending, research, and educational services.
  • D. Woodson Regional Library
    Woodson Regional Library is a major branch of the Chicago Public Library system on Chicago’s South Side, known for its extensive collections and community services.
  • E. 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.
  • 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_69ca8399ad2081909f8fa41d4314c215 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6728965881908e9f14aaee0c5a18 completed April 1, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc216ff2c819098056dff0de9479f completed April 3, 2026, 1:35 p.m.
NEDg Description generation batch_69cfc39465c48190811f56918fe48526 completed April 3, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfc3e6694c8190a03eb55a5b04df52 completed April 3, 2026, 1:43 p.m.
Created at: March 30, 2026, 7 p.m.