Triple

T16642583
Position Surface form Disambiguated ID Type / Status
Subject Menasha, Wisconsin E404377 entity
Predicate hasPublicLibrary P105 FINISHED
Object Menasha Public Library
Menasha Public Library is the main public library serving the residents of Menasha, Wisconsin with lending materials, programs, and community services.
E1225287 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: Menasha Public Library | Statement: [Menasha, Wisconsin, hasPublicLibrary, Menasha Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Menasha Public Library
Context triple: [Menasha, Wisconsin, hasPublicLibrary, Menasha Public Library]
  • A. Waunakee Public Library
    Waunakee Public Library is the community library serving residents of Waunakee, Wisconsin, providing access to books, digital resources, and educational programs.
  • B. Whitefish Bay Public Library
    Whitefish Bay Public Library is a community public library serving residents of the Village of Whitefish Bay, Wisconsin with lending materials, programs, and local services.
  • C. Madison Public Library
    Madison Public Library is the public library serving the community of Madison, New Jersey, providing residents with access to books, media, and educational resources.
  • D. Mukwonago Community Library
    Mukwonago Community Library is the public library serving the residents of Mukwonago, Wisconsin, providing access to books, digital resources, and community programs.
  • E. Sun Prairie Public Library
    Sun Prairie Public Library is the main public library serving the community of Sun Prairie, Wisconsin, providing access to books, digital resources, and educational programs for residents.
  • 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: Menasha Public Library
Triple: [Menasha, Wisconsin, hasPublicLibrary, Menasha Public Library]
Generated description
Menasha Public Library is the main public library serving the residents of Menasha, Wisconsin with lending materials, programs, and community services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Menasha Public Library
Target entity description: Menasha Public Library is the main public library serving the residents of Menasha, Wisconsin with lending materials, programs, and community services.
  • A. Waunakee Public Library
    Waunakee Public Library is the community library serving residents of Waunakee, Wisconsin, providing access to books, digital resources, and educational programs.
  • B. Whitefish Bay Public Library
    Whitefish Bay Public Library is a community public library serving residents of the Village of Whitefish Bay, Wisconsin with lending materials, programs, and local services.
  • C. Madison Public Library
    Madison Public Library is the public library serving the community of Madison, New Jersey, providing residents with access to books, media, and educational resources.
  • D. Mukwonago Community Library
    Mukwonago Community Library is the public library serving the residents of Mukwonago, Wisconsin, providing access to books, digital resources, and community programs.
  • E. Sun Prairie Public Library
    Sun Prairie Public Library is the main public library serving the community of Sun Prairie, Wisconsin, providing access to books, digital resources, and educational programs for residents.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ad27b5481908316b4f23fb8bc32 completed April 18, 2026, 12:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084bd1b648190b6189533dcd7b9ac completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a008568d2e88190a3757c7d48fa464b completed May 10, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_6a0085d27d188190a13ba94c6a642dde completed May 10, 2026, 1:19 p.m.
Created at: April 10, 2026, 5:18 a.m.