Triple

T21382764
Position Surface form Disambiguated ID Type / Status
Subject Butler County, Kansas E527403 entity
Predicate contains P35 FINISHED
Object Benton, Kansas
Benton, Kansas is a small rural city in south-central Kansas that serves as part of the greater Wichita metropolitan area.
E1538103 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: Benton, Kansas | Statement: [Butler County, Kansas, contains, Benton, Kansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benton, Kansas
Context triple: [Butler County, Kansas, contains, Benton, Kansas]
  • A. Bentley, Kansas
    Bentley, Kansas is a small rural city located in south-central Kansas within the Wichita metropolitan area.
  • B. Fenton, Kansas
    Fenton, Kansas is a small unincorporated rural community located in Harvey County in the central part of the U.S. state of Kansas.
  • C. Humboldt, Kansas
    Humboldt, Kansas is a small historic city in Allen County known for its 19th-century roots, role in the Civil War era, and location along the Neosho River in southeastern Kansas.
  • D. Belvue, Kansas
    Belvue, Kansas is a small rural city in Pottawatomie County that functions as part of the greater Manhattan, Kansas regional community.
  • E. Peabody, Kansas
    Peabody, Kansas is a small historic city in central Kansas known for its 19th-century architecture and annual Independence Day celebrations.
  • 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: Benton, Kansas
Triple: [Butler County, Kansas, contains, Benton, Kansas]
Generated description
Benton, Kansas is a small rural city in south-central Kansas that serves as part of the greater Wichita metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benton, Kansas
Target entity description: Benton, Kansas is a small rural city in south-central Kansas that serves as part of the greater Wichita metropolitan area.
  • A. Bentley, Kansas
    Bentley, Kansas is a small rural city located in south-central Kansas within the Wichita metropolitan area.
  • B. Fenton, Kansas
    Fenton, Kansas is a small unincorporated rural community located in Harvey County in the central part of the U.S. state of Kansas.
  • C. Humboldt, Kansas
    Humboldt, Kansas is a small historic city in Allen County known for its 19th-century roots, role in the Civil War era, and location along the Neosho River in southeastern Kansas.
  • D. Belvue, Kansas
    Belvue, Kansas is a small rural city in Pottawatomie County that functions as part of the greater Manhattan, Kansas regional community.
  • E. Peabody, Kansas
    Peabody, Kansas is a small historic city in central Kansas known for its 19th-century architecture and annual Independence Day celebrations.
  • 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_69e0b51f363c8190944000ab5523b02b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b0d1fa1c8190b3374e0bb3a971fc completed April 22, 2026, 11:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b0c5343a88190b48e4beca0e779aa completed May 18, 2026, 12:55 p.m.
NEDg Description generation batch_6a0b0ce561e88190b1cd82bb7786f296 completed May 18, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b0d9ce0148190b0cda6c97b84d399 completed May 18, 2026, 1:01 p.m.
Created at: April 16, 2026, 5:12 p.m.