Triple

T10055211
Position Surface form Disambiguated ID Type / Status
Subject Guymon E208842 entity
Predicate hasPublicLibrary P105 FINISHED
Object Guymon Public Library
Guymon Public Library is the main public library serving the residents of Guymon, Oklahoma with books, media, and community programs.
E838576 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: Guymon Public Library | Statement: [Guymon, hasPublicLibrary, Guymon Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guymon Public Library
Context triple: [Guymon, hasPublicLibrary, Guymon Public Library]
  • A. 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.
  • B. Nacogdoches Public Library
    Nacogdoches Public Library is the main public library serving the residents of Nacogdoches, Texas with lending materials, programs, and community services.
  • C. Abilene Public Library
    Abilene Public Library is the main public library system serving the residents of Abilene, Texas with books, digital resources, and community programs.
  • D. Bonham Public Library
    Bonham Public Library is the main public library serving the residents of Bonham, Texas with lending, educational, and community services.
  • E. 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.
  • 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: Guymon Public Library
Triple: [Guymon, hasPublicLibrary, Guymon Public Library]
Generated description
Guymon Public Library is the main public library serving the residents of Guymon, Oklahoma with books, media, and community programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guymon Public Library
Target entity description: Guymon Public Library is the main public library serving the residents of Guymon, Oklahoma with books, media, and community programs.
  • A. 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.
  • B. Nacogdoches Public Library
    Nacogdoches Public Library is the main public library serving the residents of Nacogdoches, Texas with lending materials, programs, and community services.
  • C. Abilene Public Library
    Abilene Public Library is the main public library system serving the residents of Abilene, Texas with books, digital resources, and community programs.
  • D. Bonham Public Library
    Bonham Public Library is the main public library serving the residents of Bonham, Texas with lending, educational, and community services.
  • E. 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.
  • 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_69ca836094408190a36a1ea7e9a86fcd completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcfacacd08190abe66f8bb17b92c7 completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29a49cb208190b56d991a523efbac completed April 5, 2026, 5:22 p.m.
NEDg Description generation batch_69d29b7430248190b8965eaf1286dd7c completed April 5, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_69d29c7ba9f081908f4614098d6c954b completed April 5, 2026, 5:31 p.m.
Created at: March 30, 2026, 8:57 p.m.