Triple

T5980709
Position Surface form Disambiguated ID Type / Status
Subject Fort Thomas, Kentucky E133111 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Fort Thomas Independent Schools
Fort Thomas Independent Schools is a public school district serving students in the city of Fort Thomas, Kentucky.
E559431 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: Fort Thomas Independent Schools | Statement: [Fort Thomas, Kentucky, hasPublicSchoolDistrict, Fort Thomas Independent Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fort Thomas Independent Schools
Context triple: [Fort Thomas, Kentucky, hasPublicSchoolDistrict, Fort Thomas Independent Schools]
  • A. George Rogers Clark High School
    George Rogers Clark High School is a public secondary school serving students in the Winchester, Kentucky area.
  • B. Throckmorton High School
    Throckmorton High School is a public secondary school in Throckmorton, Texas, best known as the alma mater of Pro Football Hall of Famer Bob Lilly.
  • C. Frankfort Independent Schools
    Frankfort Independent Schools is a small public school district serving students in and around the city of Frankfort, Kentucky.
  • D. Greenbrier High School
    Greenbrier High School is a public secondary school serving students in Columbia County, Georgia, known for its academic programs and extracurricular activities.
  • E. Lexington High School
    Lexington High School is a highly regarded public secondary school in Lexington, Massachusetts, known for its strong academic programs and competitive college placement.
  • 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: Fort Thomas Independent Schools
Triple: [Fort Thomas, Kentucky, hasPublicSchoolDistrict, Fort Thomas Independent Schools]
Generated description
Fort Thomas Independent Schools is a public school district serving students in the city of Fort Thomas, Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fort Thomas Independent Schools
Target entity description: Fort Thomas Independent Schools is a public school district serving students in the city of Fort Thomas, Kentucky.
  • A. George Rogers Clark High School
    George Rogers Clark High School is a public secondary school serving students in the Winchester, Kentucky area.
  • B. Throckmorton High School
    Throckmorton High School is a public secondary school in Throckmorton, Texas, best known as the alma mater of Pro Football Hall of Famer Bob Lilly.
  • C. Frankfort Independent Schools
    Frankfort Independent Schools is a small public school district serving students in and around the city of Frankfort, Kentucky.
  • D. Greenbrier High School
    Greenbrier High School is a public secondary school serving students in Columbia County, Georgia, known for its academic programs and extracurricular activities.
  • E. Lexington High School
    Lexington High School is a highly regarded public secondary school in Lexington, Massachusetts, known for its strong academic programs and competitive college placement.
  • 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_69c0086f45e8819098f73dd16d45ec9d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a67c3248190ba35a7121eb49672 completed March 22, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e42174a88190b8b40cbc7815911f completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0f602b79881909a6d971972f760b1 completed March 23, 2026, 8:12 a.m.
NED2 Entity disambiguation (via description) batch_69c0f6a75b908190b35d13b9593cf21f completed March 23, 2026, 8:15 a.m.
Created at: March 22, 2026, 4:04 p.m.