Triple

T614438
Position Surface form Disambiguated ID Type / Status
Subject Orange City, Iowa E12171 entity
Predicate hasPublicLibrary P105 FINISHED
Object Orange City Public Library
Orange City Public Library is a community library in Orange City, Iowa, providing residents with access to books, digital resources, and educational programs.
 E76981 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: Orange City Public Library | Statement: [Orange City, Iowa, hasPublicLibrary, Orange City Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Orange City Public Library
Context triple: [Orange City, Iowa, hasPublicLibrary, Orange City Public Library]
  • A. 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.
  • B. DeSoto Public Library
    DeSoto Public Library is the main public library serving the community of DeSoto, Texas, providing access to books, digital resources, and community programs.
  • C. Iowa City Public Library
    The Iowa City Public Library is a major public library system serving residents of Iowa City, Iowa, providing extensive collections, community programs, and educational resources.
  • D. Cedar Falls Public Library
    Cedar Falls Public Library is the main public library serving the community of Cedar Falls, Iowa, providing access to books, digital resources, and community programs.
  • E. West Branch Public Library
    West Branch Public Library is the public library serving the community of West Branch, Iowa, providing access to books, media, and educational resources.
  • 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: Orange City Public Library
Triple: [Orange City, Iowa, hasPublicLibrary, Orange City Public Library]
Generated description
Orange City Public Library is a community library in Orange City, Iowa, providing residents with access to books, digital resources, and educational programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Orange City Public Library
Target entity description: Orange City Public Library is a community library in Orange City, Iowa, providing residents with access to books, digital resources, and educational programs.
  • A. 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.
  • B. DeSoto Public Library
    DeSoto Public Library is the main public library serving the community of DeSoto, Texas, providing access to books, digital resources, and community programs.
  • C. Iowa City Public Library
    The Iowa City Public Library is a major public library system serving residents of Iowa City, Iowa, providing extensive collections, community programs, and educational resources.
  • D. Cedar Falls Public Library
    Cedar Falls Public Library is the main public library serving the community of Cedar Falls, Iowa, providing access to books, digital resources, and community programs.
  • E. West Branch Public Library
    West Branch Public Library is the public library serving the community of West Branch, Iowa, providing access to books, media, and educational resources.
  • 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_69a493309df48190a327f748e88049a6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49e0a0f588190b953fdb585263307 completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5554937a081909967f5298dbe1082 completed March 2, 2026, 9:15 a.m.
NEDg Description generation batch_69a555c1f9b88190a2bd85c41fcb6c28 completed March 2, 2026, 9:17 a.m.
NED2 Entity disambiguation (via description) batch_69a55841f3448190823d3bb5361077ab completed March 2, 2026, 9:28 a.m.
Created at: March 1, 2026, 7:35 p.m.