Triple

T2178782
Position Surface form Disambiguated ID Type / Status
Subject Tipton, Iowa E48592 entity
Predicate hasLibrary P35 FINISHED
Object Tipton Public Library
Tipton Public Library is a community public library serving the residents of Tipton, Iowa with access to books, media, and local programs.
 E243803 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: Tipton Public Library | Statement: [Tipton, Iowa, hasLibrary, Tipton Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tipton Public Library
Context triple: [Tipton, Iowa, hasLibrary, Tipton Public Library]
  • A. Bennett Martin Public Library
    Bennett Martin Public Library is the main downtown branch and central hub of the Lincoln City Libraries system in Lincoln, Nebraska.
  • B. Cornelius Public Library
    Cornelius Public Library is the public library serving the community of Cornelius, Oregon, providing access to books, digital resources, and community programs.
  • C. Mount Pleasant Library
    Mount Pleasant Library is a public library serving the Mount Pleasant community, providing access to books, digital resources, and community programs.
  • D. Thomas Crane Public Library
    Thomas Crane Public Library is a landmark Romanesque Revival public library building in Quincy, Massachusetts, celebrated as one of architect Henry Hobson Richardson’s masterpieces.
  • E. James E. Shepard Memorial Library
    James E. Shepard Memorial Library is the main academic library and research hub of North Carolina Central University, serving students, faculty, and the surrounding community.
  • 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: Tipton Public Library
Triple: [Tipton, Iowa, hasLibrary, Tipton Public Library]
Generated description
Tipton Public Library is a community public library serving the residents of Tipton, Iowa with access to books, media, and local programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tipton Public Library
Target entity description: Tipton Public Library is a community public library serving the residents of Tipton, Iowa with access to books, media, and local programs.
  • A. Bennett Martin Public Library
    Bennett Martin Public Library is the main downtown branch and central hub of the Lincoln City Libraries system in Lincoln, Nebraska.
  • B. Cornelius Public Library
    Cornelius Public Library is the public library serving the community of Cornelius, Oregon, providing access to books, digital resources, and community programs.
  • C. Mount Pleasant Library
    Mount Pleasant Library is a public library serving the Mount Pleasant community, providing access to books, digital resources, and community programs.
  • D. Thomas Crane Public Library
    Thomas Crane Public Library is a landmark Romanesque Revival public library building in Quincy, Massachusetts, celebrated as one of architect Henry Hobson Richardson’s masterpieces.
  • E. James E. Shepard Memorial Library
    James E. Shepard Memorial Library is the main academic library and research hub of North Carolina Central University, serving students, faculty, and the surrounding community.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbeefb7648190b8fc57cf60553579 completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae653de18481909c3521e060540a38 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae65d419048190ad723d21ab7f1cab completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae666e71908190b50be2cac5bdfa28 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:45 p.m.