Triple

T22156105
Position Surface form Disambiguated ID Type / Status
Subject Shaler Township, Pennsylvania E547541 entity
Predicate hasPublicLibrary P105 FINISHED
Object Shaler North Hills Library — NE NERFINISHED

How this triple was built (3 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: Shaler North Hills Library | Statement: [Shaler Township, Pennsylvania, hasPublicLibrary, Shaler North Hills Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shaler North Hills Library
Context triple: [Shaler Township, Pennsylvania, hasPublicLibrary, Shaler North Hills Library]
  • A. Schiller Park Public Library
    Schiller Park Public Library is the community public library serving residents of Schiller Park, Illinois with books, media, and local programs.
  • B. Chicago Ridge Public Library
    Chicago Ridge Public Library is the public library serving the residents of Chicago Ridge, Illinois, providing access to books, media, technology, and community programs.
  • C. Highland Park Public Library
    Highland Park Public Library is the main public library serving the community of Highland Park, Illinois, providing access to books, media, educational programs, and community services.
  • D. Highland Park Public Library
    Highland Park Public Library is the community library serving Highland Park, New Jersey, providing local residents with access to books, media, and educational resources.
  • E. Rolling Meadows Library
    Rolling Meadows Library is the public library serving the community of Rolling Meadows, Illinois, providing residents with access to books, media, programs, and other educational resources.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shaler North Hills Library
Target entity description: Shaler North Hills Library is a public library serving the residents of Shaler Township and the surrounding North Hills area of Pennsylvania with lending materials, programs, and community services.
  • A. Schiller Park Public Library
    Schiller Park Public Library is the community public library serving residents of Schiller Park, Illinois with books, media, and local programs.
  • B. Chicago Ridge Public Library
    Chicago Ridge Public Library is the public library serving the residents of Chicago Ridge, Illinois, providing access to books, media, technology, and community programs.
  • C. Highland Park Public Library
    Highland Park Public Library is the main public library serving the community of Highland Park, Illinois, providing access to books, media, educational programs, and community services.
  • D. Highland Park Public Library
    Highland Park Public Library is the community library serving Highland Park, New Jersey, providing local residents with access to books, media, and educational resources.
  • E. Rolling Meadows Library
    Rolling Meadows Library is the public library serving the community of Rolling Meadows, Illinois, providing residents with access to books, media, programs, and other educational resources.
  • F. None of above. chosen

Provenance (2 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_69e11e3b52088190ad5df386d01eb2fb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12a29eb848190b0531ce7e45b1003 completed April 28, 2026, 9:44 p.m.
Created at: April 16, 2026, 8:33 p.m.