Triple

T13332521
Position Surface form Disambiguated ID Type / Status
Subject Cherokee, Iowa E317606 entity
Predicate hasAttraction P105 FINISHED
Object Cherokee Public Library
Cherokee Public Library is a community library in Cherokee, Iowa, providing local residents with access to books, information resources, and public programs.
 E1035413 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: Cherokee Public Library | Statement: [Cherokee, Iowa, hasAttraction, Cherokee Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cherokee Public Library
Context triple: [Cherokee, Iowa, hasAttraction, Cherokee Public Library]
  • A. Red Oak Public Library
    Red Oak Public Library is the community library serving residents of Red Oak, Texas, providing access to books, digital resources, and local programs.
  • B. 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.
  • C. Woodson Regional Library
    Woodson Regional Library is a major branch of the Chicago Public Library system on Chicago’s South Side, known for its extensive collections and community services.
  • D. Shenandoah Public Library
    Shenandoah Public Library is the main public library serving the residents of Shenandoah, Iowa with access to books, media, and community programs.
  • E. Birchard Public Library
    Birchard Public Library is the main public library serving the Fremont, Ohio community, providing access to books, media, and educational resources for local residents.
  • 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: Cherokee Public Library
Triple: [Cherokee, Iowa, hasAttraction, Cherokee Public Library]
Generated description
Cherokee Public Library is a community library in Cherokee, Iowa, providing local residents with access to books, information resources, and public programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cherokee Public Library
Target entity description: Cherokee Public Library is a community library in Cherokee, Iowa, providing local residents with access to books, information resources, and public programs.
  • A. Red Oak Public Library
    Red Oak Public Library is the community library serving residents of Red Oak, Texas, providing access to books, digital resources, and local programs.
  • B. 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.
  • C. Woodson Regional Library
    Woodson Regional Library is a major branch of the Chicago Public Library system on Chicago’s South Side, known for its extensive collections and community services.
  • D. Shenandoah Public Library
    Shenandoah Public Library is the main public library serving the residents of Shenandoah, Iowa with access to books, media, and community programs.
  • E. Birchard Public Library
    Birchard Public Library is the main public library serving the Fremont, Ohio community, providing access to books, media, and educational resources for local residents.
  • 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_69d806b4d62c81908d4ced1665414be5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9992fffa0819086610ae3bed2e2f9 completed April 11, 2026, 12:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f36e4cc819093007404ceb5da31 completed May 3, 2026, 10:11 a.m.
NEDg Description generation batch_69f72126765481908ef6e6ae7349bd30 completed May 3, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_69f7221887208190ac98945a023bc496 completed May 3, 2026, 10:23 a.m.
Created at: April 9, 2026, 9:30 p.m.