Triple

T5220130
Position Surface form Disambiguated ID Type / Status
Subject Western Montana E117849 entity
Predicate hasCity P316 FINISHED
Object Hamilton
Hamilton is a small city in western Montana known as a gateway to the Bitterroot Valley and surrounding Rocky Mountain recreation areas.
 E504086 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: Hamilton | Statement: [Western Montana, hasCity, Hamilton]

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: Hamilton
Context triple: [Western Montana, hasCity, Hamilton]
  • A. Hamilton
    Hamilton is a major industrial port city in Ontario, Canada, known for its steel production and location on the western tip of Lake Ontario.
  • B. Hamilton
    Hamilton is a small city in western Georgia that serves as the administrative and cultural hub of Harris County.
  • C. Hamilton
    Hamilton is a common English and Scottish surname borne by numerous notable figures in politics, the arts, sports, and other fields.
  • D. Hamilton
    Hamilton is a masculine given name of English and Scottish origin, used both as a first name and a surname.
  • E. Hamilton
    Hamilton is a major inland city in New Zealand’s Waikato region, known for its role as an agricultural, educational, and commercial hub on the North Island.
  • 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: Hamilton
Target entity description: Hamilton is a small city in western Montana known as a gateway to the Bitterroot Valley and surrounding Rocky Mountain recreation areas.
  • A. Hamilton chosen
    Hamilton is a small city in western Montana known as a regional hub of the Bitterroot Valley, offering access to outdoor recreation and serving as a center for local commerce and services.
  • B. Hamilton
    Hamilton is a small town in Skagit County, Washington, known for its rural setting along the Skagit River and frequent flooding issues.
  • C. Hamilton
    Hamilton is a small city in western Georgia that serves as the administrative and cultural hub of Harris County.
  • D. Hamilton
    Hamilton is a major inland city in New Zealand’s Waikato region, known for its role as an agricultural, educational, and commercial hub on the North Island.
  • E. Hamilton
    Hamilton is a large town in South Lanarkshire, Scotland, historically known as a key administrative and market center in the region.
  • F. None of above.

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: Hamilton
Triple: [Western Montana, hasCity, Hamilton]
Generated description
Hamilton is a small city in western Montana known as a gateway to the Bitterroot Valley and surrounding Rocky Mountain recreation areas.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69bd4465e03081909bfcfd7113062590 elicitation completed
NER batch_69bd7ab846548190bcd2c5cd238f6cd9 ner completed
NED1 batch_69bef8059c808190aac709a199541ce7 ned_source_triple completed
NED2 batch_69bef8c5eed88190a3fded477e72dc65 ned_description completed
NEDg batch_69bef86618988190b1c5e53b4a65c8d9 nedg completed
Created at: March 20, 2026, 1:48 p.m.