Triple

T6703116
Position Surface form Disambiguated ID Type / Status
Subject Clinton Township, Michigan E152930 entity
Predicate hasPublicFacility P12416 FINISHED
Object Clinton-Macomb Public Library
Clinton-Macomb Public Library is a public library system serving residents of Clinton Township and Macomb County, Michigan with lending, research, and community programs.
E614675 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: Clinton-Macomb Public Library | Statement: [Clinton Township, Michigan, hasPublicFacility, Clinton-Macomb Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clinton-Macomb Public Library
Context triple: [Clinton Township, Michigan, hasPublicFacility, Clinton-Macomb Public Library]
  • A. Oak Park Public Library
    Oak Park Public Library is the main public library system serving the village of Oak Park, Illinois, providing community access to books, digital resources, and educational programs.
  • B. Waukegan Public Library
    Waukegan Public Library is the main public library serving the residents of Waukegan, Illinois, providing access to books, digital resources, and community programs.
  • C. Detroit Public Library
    The Detroit Public Library is a historic main library system in Detroit, Michigan, renowned for its grand Beaux-Arts central building, extensive collections, and role as a major cultural and educational institution in the city.
  • D. Arlington Heights Memorial Library
    Arlington Heights Memorial Library is the public library serving the community of Arlington Heights, Illinois, providing access to books, digital resources, and educational programs.
  • E. 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.
  • 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: Clinton-Macomb Public Library
Triple: [Clinton Township, Michigan, hasPublicFacility, Clinton-Macomb Public Library]
Generated description
Clinton-Macomb Public Library is a public library system serving residents of Clinton Township and Macomb County, Michigan with lending, research, and community programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clinton-Macomb Public Library
Target entity description: Clinton-Macomb Public Library is a public library system serving residents of Clinton Township and Macomb County, Michigan with lending, research, and community programs.
  • A. Oak Park Public Library
    Oak Park Public Library is the main public library system serving the village of Oak Park, Illinois, providing community access to books, digital resources, and educational programs.
  • B. Waukegan Public Library
    Waukegan Public Library is the main public library serving the residents of Waukegan, Illinois, providing access to books, digital resources, and community programs.
  • C. Detroit Public Library
    The Detroit Public Library is a historic main library system in Detroit, Michigan, renowned for its grand Beaux-Arts central building, extensive collections, and role as a major cultural and educational institution in the city.
  • D. Arlington Heights Memorial Library
    Arlington Heights Memorial Library is the public library serving the community of Arlington Heights, Illinois, providing access to books, digital resources, and educational programs.
  • E. 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.
  • 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_69c68807adbc8190b8632df42b39eda0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d0e7c4888190a44d13e889ea1c3b completed March 27, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70085ed8c81909cb407ab183ebbe5 completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c705ff86bc81909799d5122f7b8ee3 completed March 27, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69c7067c0acc8190bdbb9547e66374e4 completed March 27, 2026, 10:36 p.m.
Created at: March 27, 2026, 2:06 p.m.