Triple

T4869731
Position Surface form Disambiguated ID Type / Status
Subject Guy Hamilton E109057 entity
Predicate familyName P18 FINISHED
Object Hamilton
Hamilton is a common English and Scottish surname borne by numerous notable figures in politics, the arts, sports, and other fields.
E477391 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: [Guy Hamilton, familyName, Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamilton
Context triple: [Guy Hamilton, familyName, 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 major inland city in New Zealand’s Waikato region, known for its role as an agricultural, educational, and commercial hub on the North Island.
  • 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 railway station in New South Wales, Australia, serving the inner western suburbs of Newcastle.
  • 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
  • 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: [Guy Hamilton, familyName, Hamilton]
Generated description
Hamilton is a common English and Scottish surname borne by numerous notable figures in politics, the arts, sports, and other fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamilton
Target entity description: Hamilton is a common English and Scottish surname borne by numerous notable figures in politics, the arts, sports, and other fields.
  • A. Hamilton
    Hamilton is a masculine given name of English and Scottish origin, used both as a first name and a surname.
  • 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 critically acclaimed Broadway musical that blends hip-hop, R&B, and traditional show tunes to tell the story of American Founding Father Alexander Hamilton.
  • 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 city in western Georgia that serves as the administrative and cultural hub of Harris County.
  • 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_69bd440d96a48190b0c87069adef2af1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d9aec60819090f485757038c2a8 completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67ee93c08190b3c5b130f82f4bba completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be6c02100881909dd3593021d2685f completed March 21, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_69be6cbe8fb8819090388ddcbfc22236 completed March 21, 2026, 10:02 a.m.
Created at: March 20, 2026, 1:27 p.m.