Triple

T2996551
Position Surface form Disambiguated ID Type / Status
Subject Columbiana, Alabama E81082 entity
Predicate hasPublicLibrary P105 FINISHED
Object Columbiana Public Library
Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
E319061 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: Columbiana Public Library | Statement: [Columbiana, Alabama, hasPublicLibrary, Columbiana Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Columbiana Public Library
Context triple: [Columbiana, Alabama, hasPublicLibrary, Columbiana Public Library]
  • A. Lorain Public Library System
    The Lorain Public Library System is a network of public libraries serving residents of Lorain, Ohio and surrounding communities with books, digital resources, and community programs.
  • B. Clinton Public Library
    Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
  • C. Cunningham Memorial Library
    Cunningham Memorial Library is the main academic library of Indiana State University, providing research resources, study spaces, and information services to its students and faculty.
  • D. Canton Public Library
    Canton Public Library is a community public library serving the residents of Canton, South Dakota with access to books, media, and local educational resources.
  • E. Columbia County Public Library
    Columbia County Public Library is the main public library system serving residents of Columbia County, Florida, including the community of Lake City.
  • 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: Columbiana Public Library
Triple: [Columbiana, Alabama, hasPublicLibrary, Columbiana Public Library]
Generated description
Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Columbiana Public Library
Target entity description: Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
  • A. Lorain Public Library System
    The Lorain Public Library System is a network of public libraries serving residents of Lorain, Ohio and surrounding communities with books, digital resources, and community programs.
  • B. Clinton Public Library
    Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
  • C. Cunningham Memorial Library
    Cunningham Memorial Library is the main academic library of Indiana State University, providing research resources, study spaces, and information services to its students and faculty.
  • D. Canton Public Library
    Canton Public Library is a community public library serving the residents of Canton, South Dakota with access to books, media, and local educational resources.
  • E. Columbia County Public Library
    Columbia County Public Library is the main public library system serving residents of Columbia County, Florida, including the community of Lake City.
  • 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f481688190ae8cd1e057f9dfc7 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b12e419e508190be23a2d413357058 completed March 11, 2026, 8:56 a.m.
NEDg Description generation batch_69b1326a2c088190b58fc0a35fe728ea completed March 11, 2026, 9:14 a.m.
NED2 Entity disambiguation (via description) batch_69b1d35cf53c81909738765bef09535b completed March 11, 2026, 8:41 p.m.
Created at: March 8, 2026, 2:59 p.m.