Triple

T20463116
Position Surface form Disambiguated ID Type / Status
Subject Western Victoria E501976 entity
Predicate hasTown P847 FINISHED
Object Hamilton
Hamilton is a regional town in western Victoria, Australia, known historically as a center of the wool industry and often referred to as the "Wool Capital of the World."
E1433258 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 Victoria, hasTown, Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamilton
Context triple: [Western Victoria, hasTown, Hamilton]
  • A. Hamilton
    Hamilton is a small, affluent town in Essex County, Massachusetts, known for its rural character, historic homes, and proximity to the North Shore.
  • B. Hamilton
    Hamilton is a common English and Scottish surname borne by numerous notable figures in politics, the arts, sports, and other fields.
  • C. 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.
  • D. Hamilton
    Hamilton is a residential neighbourhood located in the eastern part of Richmond, British Columbia, known for its suburban character and proximity to the Fraser River.
  • E. Hamilton
    Hamilton is a named corner on the Snetterton motor racing circuit in Norfolk, England, commonly featured in car and motorcycle racing events.
  • 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 Victoria, hasTown, Hamilton]
Generated description
Hamilton is a regional town in western Victoria, Australia, known historically as a center of the wool industry and often referred to as the "Wool Capital of the World."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamilton
Target entity description: Hamilton is a regional town in western Victoria, Australia, known historically as a center of the wool industry and often referred to as the "Wool Capital of the World."
  • A. 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.
  • B. Hamilton
    Hamilton is a large town in South Lanarkshire, Scotland, historically known as a key administrative and market center in the region.
  • C. 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.
  • D. Hamilton
    Hamilton is a railway station in New South Wales, Australia, serving the inner western suburbs of Newcastle.
  • E. 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.
  • 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_69e0b4ad4940819098cf2ff6413574e5 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e696a88374819087e7b97c83074d2c completed April 20, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a088b16be8081909bcce2bbe7510871 completed May 16, 2026, 3:19 p.m.
NEDg Description generation batch_6a088c75b09081908a35bc7a9b6a45ce completed May 16, 2026, 3:25 p.m.
NED2 Entity disambiguation (via description) batch_6a088d8c3ab08190a399dba52e3c99f5 completed May 16, 2026, 3:30 p.m.
Created at: April 16, 2026, 11:33 a.m.