Triple

T9080525
Position Surface form Disambiguated ID Type / Status
Subject Adams County, Iowa E217608 entity
Predicate countySeat P383 FINISHED
Object Corning, Iowa
Corning, Iowa is a small city in southwestern Iowa known as the administrative and commercial center of Adams County.
E776343 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Corning, Iowa | Statement: [Adams County, Iowa, countySeat, Corning, Iowa]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Corning, Iowa
Context triple: [Adams County, Iowa, countySeat, Corning, Iowa]
  • A. Conroy, Iowa
    Conroy, Iowa is a small unincorporated community located in Iowa County in the U.S. state of Iowa.
  • B. Williamson, Iowa
    Williamson, Iowa is a small unincorporated rural community located in Lucas County in the south-central part of the state.
  • C. Mineola, Iowa
    Mineola, Iowa is a small unincorporated rural community located in southwestern Iowa.
  • D. Hornick, Iowa
    Hornick, Iowa is a small rural city in western Iowa known for its location near the Missouri River and history of flooding and flood-mitigation efforts.
  • E. McClelland, Iowa
    McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Corning, Iowa
Target entity description: Corning, Iowa is a small city in southwestern Iowa known as the administrative and commercial center of Adams County.
  • A. Conroy, Iowa
    Conroy, Iowa is a small unincorporated community located in Iowa County in the U.S. state of Iowa.
  • B. Williamson, Iowa
    Williamson, Iowa is a small unincorporated rural community located in Lucas County in the south-central part of the state.
  • C. Mineola, Iowa
    Mineola, Iowa is a small unincorporated rural community located in southwestern Iowa.
  • D. Hornick, Iowa
    Hornick, Iowa is a small rural city in western Iowa known for its location near the Missouri River and history of flooding and flood-mitigation efforts.
  • E. McClelland, Iowa
    McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Corning, Iowa
Triple: [Adams County, Iowa, countySeat, Corning, Iowa]
Generated description
Corning, Iowa is a small city in southwestern Iowa known as the administrative and commercial center of Adams County.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca83d7a0388190ba1af89ed7ba36f9 elicitation completed
NER batch_69cc9607942c8190a21620892ce3cbe5 ner completed
NED1 batch_69cffe28ae548190924cc7bbf453f3f3 ned_source_triple completed
NED2 batch_69d001b245f08190a8e5c53c570b20a0 ned_description completed
NEDg batch_69d000d4a4548190939a9a9946be469b nedg completed
Created at: March 30, 2026, 7:13 p.m.