Triple

T4466895
Position Surface form Disambiguated ID Type / Status
Subject Hamilton (toponym) E98400 entity
Predicate etymologyRelatedTo P453 FINISHED
Object Hamilton (surname)
Hamilton is a common Scottish and English surname of Norman origin, borne by numerous notable figures in politics, science, and the arts.
 E442399 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 (surname) | Statement: [Hamilton (toponym), etymologyRelatedTo, Hamilton (surname)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hamilton (surname)
Context triple: [Hamilton (toponym), etymologyRelatedTo, Hamilton (surname)]
  • A. Hamilton (toponym)
    Hamilton (toponym) is a place name used for numerous towns, cities, and geographic locations worldwide, most prominently the city of Hamilton in Ontario, Canada, and the capital of Bermuda.
  • B. Hayes
    Hayes is a suburban district in southeast London, England, known for its residential character and green spaces within the London Borough of Bromley.
  • C. Hayes
    Hayes is a suburban town in west London, England, known for its residential areas, transport links, and proximity to Heathrow Airport.
  • D. Hamilton
    Hamilton is a small coastal village on the Caribbean island of Bequia in Saint Vincent and the Grenadines.
  • E. 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.
  • 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 (surname)
Triple: [Hamilton (toponym), etymologyRelatedTo, Hamilton (surname)]
Generated description
Hamilton is a common Scottish and English surname of Norman origin, borne by numerous notable figures in politics, science, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hamilton (surname)
Target entity description: Hamilton is a common Scottish and English surname of Norman origin, borne by numerous notable figures in politics, science, and the arts.
  • A. Hamilton (toponym)
    Hamilton (toponym) is a place name used for numerous towns, cities, and geographic locations worldwide, most prominently the city of Hamilton in Ontario, Canada, and the capital of Bermuda.
  • B. Hayes
    Hayes is a suburban district in southeast London, England, known for its residential character and green spaces within the London Borough of Bromley.
  • C. Hayes
    Hayes is a suburban town in west London, England, known for its residential areas, transport links, and proximity to Heathrow Airport.
  • D. 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.
  • 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

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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3569a38e88190a8d590931c4a7c96 completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b62860151c8190b43465537b154f00 completed March 15, 2026, 3:32 a.m.
NEDg Description generation batch_69b62c3bf15c8190826f93c4c43733e6 completed March 15, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69b62cbaef8c8190b5d89a607c76eaf7 completed March 15, 2026, 3:51 a.m.
Created at: March 12, 2026, 11:34 p.m.