Triple

T4877140
Position Surface form Disambiguated ID Type / Status
Subject Hays, Kansas E109230 entity
Predicate hasPublicLibrary P105 FINISHED
Object Hays Public Library
Hays Public Library is the main public library serving the community of Hays, Kansas, providing access to books, digital resources, and community programs.
 E477538 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: Hays Public Library | Statement: [Hays, Kansas, hasPublicLibrary, Hays Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hays Public Library
Context triple: [Hays, Kansas, hasPublicLibrary, Hays Public Library]
  • A. Cottonwood Public Library
    Cottonwood Public Library is the main public library serving the residents of Cottonwood, Arizona with books, digital resources, and community programs.
  • B. Greenfield Public Library
    Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
  • C. Crowell Public Library
    Crowell Public Library is the main public library serving the community of San Marino, California, offering lending services, programs, and resources to local residents.
  • D. Wamego Public Library
    Wamego Public Library is a community public library serving the residents of Wamego, Kansas with access to books, media, and local programs.
  • E. Sanger Public Library
    Sanger Public Library is the community library serving residents of Sanger, Texas, providing access to books, media, and local 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: Hays Public Library
Triple: [Hays, Kansas, hasPublicLibrary, Hays Public Library]
Generated description
Hays Public Library is the main public library serving the community of Hays, Kansas, providing access to books, digital resources, and community programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hays Public Library
Target entity description: Hays Public Library is the main public library serving the community of Hays, Kansas, providing access to books, digital resources, and community programs.
  • A. Cottonwood Public Library
    Cottonwood Public Library is the main public library serving the residents of Cottonwood, Arizona with books, digital resources, and community programs.
  • B. Greenfield Public Library
    Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
  • C. Crowell Public Library
    Crowell Public Library is the main public library serving the community of San Marino, California, offering lending services, programs, and resources to local residents.
  • D. Wamego Public Library
    Wamego Public Library is a community public library serving the residents of Wamego, Kansas with access to books, media, and local programs.
  • E. Sanger Public Library
    Sanger Public Library is the community library serving residents of Sanger, Texas, providing access to books, media, and local 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_69bd440e9d64819083e82cf33b4d9570 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6dbbc734819083b28a022e5690d6 completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67fc50cc819083a475a1de914670 completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be6c25d3448190b2589959a2f221c8 completed March 21, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_69be6cf6662c8190bc1b94766c5da1e9 completed March 21, 2026, 10:03 a.m.
Created at: March 20, 2026, 1:27 p.m.