Triple

T20604077
Position Surface form Disambiguated ID Type / Status
Subject HLZ E506256 entity
Predicate servesCity P82 FINISHED
Object Hamilton
Hamilton is a major city in New Zealand’s Waikato region, known for its location along the Waikato River and its role as an important agricultural, educational, and commercial center.
E92442 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: [HLZ, servesCity, Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamilton
Context triple: [HLZ, servesCity, 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: [HLZ, servesCity, Hamilton]
Generated description
Hamilton is a major city in New Zealand’s Waikato region, known for its location along the Waikato River and its role as an important agricultural, educational, and commercial center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamilton
Target entity description: Hamilton is a major city in New Zealand’s Waikato region, known for its location along the Waikato River and its role as an important agricultural, educational, and commercial center.
  • A. Hamilton chosen
    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 regional city in western Victoria, Australia, known historically for its wool production and role as a service hub for the surrounding Grampians area.
  • 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 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."
  • 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.

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_69e0b4bb2b4081908fa4a72444120f35 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6aa233e1881908749d2f29c2946e4 completed April 20, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08b3f56f748190a42864ae428c9f1b completed May 16, 2026, 6:14 p.m.
NEDg Description generation batch_6a08b49702108190810c8e4f5a89ec36 completed May 16, 2026, 6:16 p.m.
NED2 Entity disambiguation (via description) batch_6a08b524b95c8190909c93d471e9397f completed May 16, 2026, 6:19 p.m.
Created at: April 16, 2026, 11:41 a.m.