Triple

T9080559
Position Surface form Disambiguated ID Type / Status
Subject Harvey County, Kansas E217609 entity
Predicate countySeat P383 FINISHED
Object Newton, Kansas
Newton, Kansas is a small city in south-central Kansas known historically as a railroad hub and gateway to the American West.
E816023 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: Newton, Kansas | Statement: [Harvey County, Kansas, countySeat, Newton, Kansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Newton, Kansas
Context triple: [Harvey County, Kansas, countySeat, Newton, Kansas]
  • A. Watson, Kansas
    Watson, Kansas is a small unincorporated rural community located in Shawnee County in the U.S. state of Kansas.
  • B. Madison, Kansas
    Madison, Kansas is a small rural city in Greenwood County known for its agricultural surroundings and location in east-central Kansas.
  • C. St. Paul, Kansas
    St. Paul, Kansas is a small rural city in southeastern Kansas known for its strong Catholic heritage and historic mission roots.
  • D. Peabody, Kansas
    Peabody, Kansas is a small historic city in central Kansas known for its 19th-century architecture and annual Independence Day celebrations.
  • E. Walker, Kansas
    Walker, Kansas is a small unincorporated community in Ellis County in central Kansas, historically tied to the region’s railroad and agricultural development.
  • 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: Newton, Kansas
Triple: [Harvey County, Kansas, countySeat, Newton, Kansas]
Generated description
Newton, Kansas is a small city in south-central Kansas known historically as a railroad hub and gateway to the American West.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Newton, Kansas
Target entity description: Newton, Kansas is a small city in south-central Kansas known historically as a railroad hub and gateway to the American West.
  • A. Watson, Kansas
    Watson, Kansas is a small unincorporated rural community located in Shawnee County in the U.S. state of Kansas.
  • B. Madison, Kansas
    Madison, Kansas is a small rural city in Greenwood County known for its agricultural surroundings and location in east-central Kansas.
  • C. St. Paul, Kansas
    St. Paul, Kansas is a small rural city in southeastern Kansas known for its strong Catholic heritage and historic mission roots.
  • D. Peabody, Kansas
    Peabody, Kansas is a small historic city in central Kansas known for its 19th-century architecture and annual Independence Day celebrations.
  • E. Walker, Kansas
    Walker, Kansas is a small unincorporated community in Ellis County in central Kansas, historically tied to the region’s railroad and agricultural development.
  • 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_69ca83d7a0388190ba1af89ed7ba36f9 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc9607942c8190a21620892ce3cbe5 completed April 1, 2026, 3:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69d19f50f1c4819099a9c511f58e9873 completed April 4, 2026, 11:31 p.m.
NEDg Description generation batch_69d1a022efd48190b0206bbdf3d93b9e completed April 4, 2026, 11:34 p.m.
NED2 Entity disambiguation (via description) batch_69d1a09ae5b48190b4d0b01cd20ba140 completed April 4, 2026, 11:36 p.m.
Created at: March 30, 2026, 7:13 p.m.