Triple

T5220151
Position Surface form Disambiguated ID Type / Status
Subject Western Montana E117849 entity
Predicate hasCounty P285 FINISHED
Object Madison County
Madison County is a rural county in western Montana known for its mountainous landscapes, outdoor recreation, and historic mining and ranching communities.
E525129 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: Madison County | Statement: [Western Montana, hasCounty, Madison County]

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: Madison County
Context triple: [Western Montana, hasCounty, Madison County]
  • A. Madison County
    Madison County is a county in central New York State known for its rural communities, agriculture, and small historic towns such as Oneida and Cazenovia.
  • B. Madison County
    Madison County is a county in northern Alabama that includes the city of Huntsville, a major center for aerospace, defense, and technology.
  • C. Madison County
    Madison County is a rural county in southwestern Iowa, best known for its historic covered bridges and as the setting of "The Bridges of Madison County."
  • D. Madison County
    Madison County is a rural county in northern Florida known for its agricultural landscape, small-town communities, and historic Southern character.
  • E. Madison County
    Madison County is a county in central Mississippi, located in the Jackson metropolitan area and known for its rapidly growing suburban communities.
  • 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: Madison County
Target entity description: Madison County is a rural county in western Montana known for its mountainous landscapes, outdoor recreation, and historic mining and ranching communities.
  • A. Madison County
    Madison County is a county in central Mississippi, located in the Jackson metropolitan area and known for its rapidly growing suburban communities.
  • B. Madison County
    Madison County is a county in northern Alabama that includes the city of Huntsville, a major center for aerospace, defense, and technology.
  • C. Madison County
    Madison County is a county in central New York State known for its rural communities, agriculture, and small historic towns such as Oneida and Cazenovia.
  • D. Madison County
    Madison County is a rural county in southwestern Iowa, best known for its historic covered bridges and as the setting of "The Bridges of Madison County."
  • E. Madison County
    Madison County is a rural county in northern Florida known for its agricultural landscape, small-town communities, and historic Southern character.
  • 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: Madison County
Triple: [Western Montana, hasCounty, Madison County]
Generated description
Madison County is a rural county in western Montana known for its mountainous landscapes, outdoor recreation, and historic mining and ranching communities.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69bd4465e03081909bfcfd7113062590 elicitation completed
NER batch_69bd7ab846548190bcd2c5cd238f6cd9 ner completed
NED1 batch_69bf857b83f08190b2d575a052198ff1 ned_source_triple completed
NED2 batch_69bf8696d57881908801fda7de349561 ned_description completed
NEDg batch_69bf864a97fc8190874fbe65add98f72 nedg completed
Created at: March 20, 2026, 1:48 p.m.