Triple

T9095670
Position Surface form Disambiguated ID Type / Status
Subject Clay County, Kansas E218012 entity
Predicate hasCommunity P2605 FINISHED
Object Miltonvale, Kansas
Miltonvale, Kansas is a small rural city located in north-central Kansas within Clay County.
E835527 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: Miltonvale, Kansas | Statement: [Clay County, Kansas, hasCommunity, Miltonvale, Kansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Miltonvale, Kansas
Context triple: [Clay County, Kansas, hasCommunity, Miltonvale, Kansas]
  • A. Milford, Kansas
    Milford, Kansas is a small city in Geary County best known for its proximity to Milford Lake, the largest lake in Kansas.
  • B. Mapleton, Kansas
    Mapleton, Kansas is a small rural town located in Bourbon County in southeastern Kansas, United States.
  • C. Elmont, Kansas
    Elmont, Kansas is a small unincorporated rural community located in Shawnee County in the northeastern part of the state.
  • D. Hiattville, Kansas
    Hiattville, Kansas is a small unincorporated rural community located in southeastern Kansas.
  • E. Alta Vista, Kansas
    Alta Vista, Kansas is a small rural city in eastern Kansas that functions as part of the broader Manhattan-area community.
  • 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: Miltonvale, Kansas
Triple: [Clay County, Kansas, hasCommunity, Miltonvale, Kansas]
Generated description
Miltonvale, Kansas is a small rural city located in north-central Kansas within Clay County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Miltonvale, Kansas
Target entity description: Miltonvale, Kansas is a small rural city located in north-central Kansas within Clay County.
  • A. Milford, Kansas
    Milford, Kansas is a small city in Geary County best known for its proximity to Milford Lake, the largest lake in Kansas.
  • B. Mapleton, Kansas
    Mapleton, Kansas is a small rural town located in Bourbon County in southeastern Kansas, United States.
  • C. Elmont, Kansas
    Elmont, Kansas is a small unincorporated rural community located in Shawnee County in the northeastern part of the state.
  • D. Hiattville, Kansas
    Hiattville, Kansas is a small unincorporated rural community located in southeastern Kansas.
  • E. Alta Vista, Kansas
    Alta Vista, Kansas is a small rural city in eastern Kansas that functions as part of the broader Manhattan-area community.
  • 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_69ca83d9844081908e561e367fda6d45 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc96b650648190a8f59cee402d12aa completed April 1, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2696450e4819086d5aac368127e5f completed April 5, 2026, 1:53 p.m.
NEDg Description generation batch_69d26b3e1b948190a76cf7ad91a1e0a5 completed April 5, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69d26c0c9ee88190867f8531e9ffbf27 completed April 5, 2026, 2:05 p.m.
Created at: March 30, 2026, 7:14 p.m.