Triple

T14495454
Position Surface form Disambiguated ID Type / Status
Subject Dubuque County, Iowa E359483 entity
Predicate hasTown P847 FINISHED
Object Durango, Iowa
Durango, Iowa is a small rural city in northeastern Iowa known for its close proximity to Dubuque and its location along the Little Maquoketa River.
E1102208 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: Durango, Iowa | Statement: [Dubuque County, Iowa, hasTown, Durango, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Durango, Iowa
Context triple: [Dubuque County, Iowa, hasTown, Durango, Iowa]
  • A. Denver, Iowa
    Denver, Iowa is a small city in Bremer County known for its close-knit community, quality schools, and location within northeastern Iowa’s Cedar Valley region.
  • B. Durant, Iowa
    Durant, Iowa is a small Midwestern city located in eastern Iowa that spans multiple counties and serves as a local agricultural and residential community.
  • C. Montezuma, Iowa
    Montezuma, Iowa is a small city in central Iowa known as the administrative and civic hub of Poweshiek County.
  • D. Lowden, Iowa
    Lowden, Iowa is a small rural city in eastern Iowa known for its agricultural surroundings and tight-knit community.
  • E. Osceola, Iowa
    Osceola, Iowa is a small city in south-central Iowa that serves as the county seat of Clarke County and a regional hub for transportation and local commerce.
  • 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: Durango, Iowa
Triple: [Dubuque County, Iowa, hasTown, Durango, Iowa]
Generated description
Durango, Iowa is a small rural city in northeastern Iowa known for its close proximity to Dubuque and its location along the Little Maquoketa River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Durango, Iowa
Target entity description: Durango, Iowa is a small rural city in northeastern Iowa known for its close proximity to Dubuque and its location along the Little Maquoketa River.
  • A. Denver, Iowa
    Denver, Iowa is a small city in Bremer County known for its close-knit community, quality schools, and location within northeastern Iowa’s Cedar Valley region.
  • B. Durant, Iowa
    Durant, Iowa is a small Midwestern city located in eastern Iowa that spans multiple counties and serves as a local agricultural and residential community.
  • C. Montezuma, Iowa
    Montezuma, Iowa is a small city in central Iowa known as the administrative and civic hub of Poweshiek County.
  • D. Lowden, Iowa
    Lowden, Iowa is a small rural city in eastern Iowa known for its agricultural surroundings and tight-knit community.
  • E. Osceola, Iowa
    Osceola, Iowa is a small city in south-central Iowa that serves as the county seat of Clarke County and a regional hub for transportation and local commerce.
  • 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_69d8279740308190af9df93a3af8592e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de93109cb081909a6e846db23a4635 completed April 14, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d9544cc81908105554f212a9b8c completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd6e75155081908cec8cac1101c17e completed May 8, 2026, 5:02 a.m.
NED2 Entity disambiguation (via description) batch_69fd6f38ea788190a957419ca1971b15 completed May 8, 2026, 5:06 a.m.
Created at: April 10, 2026, 1:21 a.m.