Triple

T4865902
Position Surface form Disambiguated ID Type / Status
Subject Manhattan, Kansas Metropolitan Statistical Area E108768 entity
Predicate containsCommunity P8617 FINISHED
Object Milford, Kansas
Milford, Kansas is a small city in Geary County best known for its proximity to Milford Lake, the largest lake in Kansas.
E525105 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: Milford, Kansas | Statement: [Manhattan, Kansas Metropolitan Statistical Area, containsCommunity, Milford, Kansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milford, Kansas
Context triple: [Manhattan, Kansas Metropolitan Statistical Area, containsCommunity, Milford, Kansas]
  • A. St. Marys, Kansas
    St. Marys, Kansas is a small city in northeastern Kansas known for its historic Catholic institutions and traditional community character.
  • B. Willard, Kansas
    Willard, Kansas is a small rural city located in Shawnee County in the northeastern part of the state.
  • C. Elmont, Kansas
    Elmont, Kansas is a small unincorporated rural community located in Shawnee County in the northeastern part of the state.
  • D. Merriam, Kansas
    Merriam, Kansas is a small suburban city in Johnson County that forms part of the greater Kansas City metropolitan area.
  • E. Mulberry, Kansas
    Mulberry, Kansas is a small rural city in southeastern Kansas known for its close-knit community and historical ties to the region’s coal mining industry.
  • 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: Milford, Kansas
Triple: [Manhattan, Kansas Metropolitan Statistical Area, containsCommunity, Milford, Kansas]
Generated description
Milford, Kansas is a small city in Geary County best known for its proximity to Milford Lake, the largest lake in Kansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milford, Kansas
Target entity description: Milford, Kansas is a small city in Geary County best known for its proximity to Milford Lake, the largest lake in Kansas.
  • A. St. Marys, Kansas
    St. Marys, Kansas is a small city in northeastern Kansas known for its historic Catholic institutions and traditional community character.
  • B. Willard, Kansas
    Willard, Kansas is a small rural city located in Shawnee County in the northeastern part of the state.
  • C. Elmont, Kansas
    Elmont, Kansas is a small unincorporated rural community located in Shawnee County in the northeastern part of the state.
  • D. Merriam, Kansas
    Merriam, Kansas is a small suburban city in Johnson County that forms part of the greater Kansas City metropolitan area.
  • E. Mulberry, Kansas
    Mulberry, Kansas is a small rural city in southeastern Kansas known for its close-knit community and historical ties to the region’s coal mining industry.
  • 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_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_69bf8575c1e48190a611bbbe9b3fb286 completed March 22, 2026, 6 a.m.
NEDg Description generation batch_69bf86249f788190939565a9b3b42dd3 completed March 22, 2026, 6:03 a.m.
NED2 Entity disambiguation (via description) batch_69bf867d39f4819091fb79cafcc66123 completed March 22, 2026, 6:04 a.m.
Created at: March 20, 2026, 1:26 p.m.