Triple

T20636887
Position Surface form Disambiguated ID Type / Status
Subject Brown County, Kansas E507106 entity
Predicate hasCity P316 FINISHED
Object Horton, Kansas
Horton, Kansas is a small city in northeastern Kansas known historically as a railroad community within Brown County.
E1458496 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: Horton, Kansas | Statement: [Brown County, Kansas, hasCity, Horton, Kansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Horton, Kansas
Context triple: [Brown County, Kansas, hasCity, Horton, Kansas]
  • A. Herington, Kansas
    Herington, Kansas is a small city in central Kansas historically known as a railroad hub and gateway to the surrounding agricultural region.
  • B. Hutchinson, Kansas
    Hutchinson, Kansas is a central Kansas city known for its salt mining history and as home to the Kansas State Fair and the Cosmosphere space museum.
  • C. Newton, Kansas
    Newton, Kansas is a small city in south-central Kansas known historically as a railroad hub and gateway to the American West.
  • D. Hartford, Kansas
    Hartford, Kansas is a small rural city in east-central Kansas known for its close-knit community and agricultural surroundings.
  • E. Garfield, Kansas
    Garfield, Kansas is a small rural city located in Pawnee County in central Kansas, United States.
  • 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: Horton, Kansas
Triple: [Brown County, Kansas, hasCity, Horton, Kansas]
Generated description
Horton, Kansas is a small city in northeastern Kansas known historically as a railroad community within Brown County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Horton, Kansas
Target entity description: Horton, Kansas is a small city in northeastern Kansas known historically as a railroad community within Brown County.
  • A. Herington, Kansas
    Herington, Kansas is a small city in central Kansas historically known as a railroad hub and gateway to the surrounding agricultural region.
  • B. Hutchinson, Kansas
    Hutchinson, Kansas is a central Kansas city known for its salt mining history and as home to the Kansas State Fair and the Cosmosphere space museum.
  • C. Newton, Kansas
    Newton, Kansas is a small city in south-central Kansas known historically as a railroad hub and gateway to the American West.
  • D. Hartford, Kansas
    Hartford, Kansas is a small rural city in east-central Kansas known for its close-knit community and agricultural surroundings.
  • E. Garfield, Kansas
    Garfield, Kansas is a small rural city located in Pawnee County in central Kansas, United States.
  • 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_69e0b4bd4a0081908d4e97a590a33fb2 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6ad1089448190b936de6fd29c8350 completed April 20, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a091fb00b74819089e37959e7341857 completed May 17, 2026, 1:53 a.m.
NEDg Description generation batch_6a0923a1712081909d331e720e24a04d completed May 17, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_6a09241b5fe88190ae5a431ff1c22e1b completed May 17, 2026, 2:12 a.m.
Created at: April 16, 2026, 11:42 a.m.