Triple

T7377713
Position Surface form Disambiguated ID Type / Status
Subject Marion County, Kansas E170168 entity
Predicate containsSettlement P847 FINISHED
Object Florence, Kansas
Florence, Kansas is a small rural city in central Kansas known historically as a railroad and cattle-shipping point along the Cottonwood River.
E660215 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: Florence, Kansas | Statement: [Marion County, Kansas, containsSettlement, Florence, Kansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Florence, Kansas
Context triple: [Marion County, Kansas, containsSettlement, Florence, Kansas]
  • A. Bloom, Kansas
    Bloom, Kansas is a small rural unincorporated community located in Ford County in southwestern Kansas.
  • B. Fulton, Kansas
    Fulton, Kansas is a small rural city located in Bourbon County in southeastern Kansas, United States.
  • C. Franklin, Kansas
    Franklin, Kansas is a small unincorporated community in southeastern Kansas known historically as a coal mining town.
  • D. Louisville, Kansas
    Louisville, Kansas is a small rural community in Pottawatomie County that forms part of the Manhattan, Kansas region.
  • E. Ford, Kansas
    Ford, Kansas is a small unincorporated rural community located in Ford County in southwestern Kansas.
  • 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: Florence, Kansas
Triple: [Marion County, Kansas, containsSettlement, Florence, Kansas]
Generated description
Florence, Kansas is a small rural city in central Kansas known historically as a railroad and cattle-shipping point along the Cottonwood River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Florence, Kansas
Target entity description: Florence, Kansas is a small rural city in central Kansas known historically as a railroad and cattle-shipping point along the Cottonwood River.
  • A. Bloom, Kansas
    Bloom, Kansas is a small rural unincorporated community located in Ford County in southwestern Kansas.
  • B. Fulton, Kansas
    Fulton, Kansas is a small rural city located in Bourbon County in southeastern Kansas, United States.
  • C. Franklin, Kansas
    Franklin, Kansas is a small unincorporated community in southeastern Kansas known historically as a coal mining town.
  • D. Louisville, Kansas
    Louisville, Kansas is a small rural community in Pottawatomie County that forms part of the Manhattan, Kansas region.
  • E. Ford, Kansas
    Ford, Kansas is a small unincorporated rural community located in Ford County in southwestern Kansas.
  • 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_69c68a5bfaac81909ce7f001dfb70c76 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1aa12888190b81e37b9fcd2adc0 completed March 27, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c802d57ae88190840442621d8bef35 completed March 28, 2026, 4:33 p.m.
NEDg Description generation batch_69c80341f4188190af7e37b2274da679 completed March 28, 2026, 4:35 p.m.
NED2 Entity disambiguation (via description) batch_69c80425549481909617bffd0a9822f1 completed March 28, 2026, 4:39 p.m.
Created at: March 27, 2026, 3:08 p.m.