Triple

T4865909
Position Surface form Disambiguated ID Type / Status
Subject Manhattan, Kansas Metropolitan Statistical Area E108768 entity
Predicate containsCommunity P8617 FINISHED
Object Wheaton, Kansas
Wheaton, Kansas is a small rural city in Pottawatomie County that forms part of the broader Manhattan, Kansas region.
E523672 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: Wheaton, Kansas | Statement: [Manhattan, Kansas Metropolitan Statistical Area, containsCommunity, Wheaton, Kansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wheaton, Kansas
Context triple: [Manhattan, Kansas Metropolitan Statistical Area, containsCommunity, Wheaton, Kansas]
  • A. Watson, Kansas
    Watson, Kansas is a small unincorporated rural community located in Shawnee County in the U.S. state of Kansas.
  • B. Westwood, Kansas
    Westwood, Kansas is a small suburban city in the Kansas City metropolitan area known for its residential neighborhoods and proximity to downtown Kansas City.
  • C. Shawnee, Kansas
    Shawnee, Kansas is a suburban city in Johnson County that forms part of the greater Kansas City metropolitan area.
  • D. Louisville, Kansas
    Louisville, Kansas is a small rural community in Pottawatomie County that forms part of the Manhattan, Kansas region.
  • E. Springfield, Kansas
    Springfield, Kansas is a small rural community in the U.S. state of Kansas, notable here as the birthplace of Oliver Brown of the landmark Brown v. Board of Education case.
  • 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: Wheaton, Kansas
Triple: [Manhattan, Kansas Metropolitan Statistical Area, containsCommunity, Wheaton, Kansas]
Generated description
Wheaton, Kansas is a small rural city in Pottawatomie County that forms part of the broader Manhattan, Kansas region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wheaton, Kansas
Target entity description: Wheaton, Kansas is a small rural city in Pottawatomie County that forms part of the broader Manhattan, Kansas region.
  • A. Watson, Kansas
    Watson, Kansas is a small unincorporated rural community located in Shawnee County in the U.S. state of Kansas.
  • B. Westwood, Kansas
    Westwood, Kansas is a small suburban city in the Kansas City metropolitan area known for its residential neighborhoods and proximity to downtown Kansas City.
  • C. Shawnee, Kansas
    Shawnee, Kansas is a suburban city in Johnson County that forms part of the greater Kansas City metropolitan area.
  • D. Louisville, Kansas chosen
    Louisville, Kansas is a small rural community in Pottawatomie County that forms part of the Manhattan, Kansas region.
  • E. Springfield, Kansas
    Springfield, Kansas is a small rural community in the U.S. state of Kansas, notable here as the birthplace of Oliver Brown of the landmark Brown v. Board of Education case.
  • F. None of above.

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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d7a42f88190bb1ef7261bcbc2a8 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf9f5291f881909d9470a728667346 completed March 22, 2026, 7:50 a.m.
NEDg Description generation batch_69bf9fd66250819093c3278a5c2d3854 completed March 22, 2026, 7:52 a.m.
NED2 Entity disambiguation (via description) batch_69bfa04278688190b13b011342047e4c completed March 22, 2026, 7:54 a.m.
Created at: March 20, 2026, 1:26 p.m.