Triple

T5952991
Position Surface form Disambiguated ID Type / Status
Subject Schaumburg Township District Library E132441 entity
Predicate governedAs P1715 FINISHED
Object independent library district
An independent library district is a self-governing public library system with its own taxing authority and elected or appointed board, operating separately from municipal or township government.
 E557965 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: independent library district | Statement: [Schaumburg Township District Library, governedAs, independent library district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: independent library district
Context triple: [Schaumburg Township District Library, governedAs, independent library district]
  • A. Driftwood Public Library
    Driftwood Public Library is a community library in Lincoln City, Oregon, providing residents and visitors with access to books, digital resources, and public programs.
  • B. Inkster Public Library
    Inkster Public Library is the public library serving the residents of Inkster, Michigan, providing access to books, media, and community programs.
  • C. Downtown Library
    Downtown Library is a main branch of the Redwood City Public Library system, serving as a central community hub for reading, learning, and public programs in Redwood City.
  • 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. Chinn Park Regional Library
    Chinn Park Regional Library is a major public library serving the Woodbridge, Virginia community with extensive collections, 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: independent library district
Triple: [Schaumburg Township District Library, governedAs, independent library district]
Generated description
An independent library district is a self-governing public library system with its own taxing authority and elected or appointed board, operating separately from municipal or township government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: independent library district
Target entity description: An independent library district is a self-governing public library system with its own taxing authority and elected or appointed board, operating separately from municipal or township government.
  • A. Driftwood Public Library
    Driftwood Public Library is a community library in Lincoln City, Oregon, providing residents and visitors with access to books, digital resources, and public programs.
  • B. Inkster Public Library
    Inkster Public Library is the public library serving the residents of Inkster, Michigan, providing access to books, media, and community programs.
  • C. Downtown Library
    Downtown Library is a main branch of the Redwood City Public Library system, serving as a central community hub for reading, learning, and public programs in Redwood City.
  • 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. Chinn Park Regional Library
    Chinn Park Regional Library is a major public library serving the Woodbridge, Virginia community with extensive collections, programs, and community services.
  • 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_69c0086b05cc8190a8f36a96927a525c completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03983b8848190afaa37f35c95bad6 completed March 22, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3d1801c819093dc43dc5a525796 completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0e781af588190a8f5572a03b24822 completed March 23, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69c0e7f767f8819086026b95c4534733 completed March 23, 2026, 7:12 a.m.
Created at: March 22, 2026, 4:02 p.m.