Triple

T5220117
Position Surface form Disambiguated ID Type / Status
Subject Western Montana E117849 entity
Predicate hasMajorCity P316 FINISHED
Object Hamilton
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.
E504086 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: Hamilton | Statement: [Western Montana, hasMajorCity, Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamilton
Context triple: [Western Montana, hasMajorCity, Hamilton]
  • A. Hamilton
    Hamilton is a large town in South Lanarkshire, Scotland, historically known as a key administrative and market center in the region.
  • B. 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.
  • 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 small coastal village on the Caribbean island of Bequia in Saint Vincent and the Grenadines.
  • 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: Hamilton
Triple: [Western Montana, hasMajorCity, Hamilton]
Generated description
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.
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 regional hub of the Bitterroot Valley, offering access to outdoor recreation and serving as a center for local commerce and services.
  • A. Hamilton
    Hamilton is a small town in Skagit County, Washington, known for its rural setting along the Skagit River and frequent flooding issues.
  • 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 major inland city in New Zealand’s Waikato region, known for its role as an agricultural, educational, and commercial hub on the North Island.
  • D. Hamilton
    Hamilton is a large town in South Lanarkshire, Scotland, historically known as a key administrative and market center in the region.
  • E. Hamilton
    Hamilton is a riverside suburb of Brisbane, Queensland, known for its affluent residential areas, heritage homes, and proximity to the Brisbane River and city amenities.
  • 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_69bd4465e03081909bfcfd7113062590 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7ab846548190bcd2c5cd238f6cd9 completed March 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69beeff0b15081908741aadfd351811c completed March 21, 2026, 7:22 p.m.
NEDg Description generation batch_69bef309c230819094ed6ae3fefe6e5b completed March 21, 2026, 7:35 p.m.
NED2 Entity disambiguation (via description) batch_69bef36c88f4819082931dbe1bb13f89 completed March 21, 2026, 7:37 p.m.
Created at: March 20, 2026, 1:48 p.m.