Triple

T6995356
Position Surface form Disambiguated ID Type / Status
Subject William D. Hamilton E162198 entity
Predicate familyName P18 FINISHED
Object Hamilton
Hamilton is a common English and Scottish surname borne by numerous notable figures in politics, science, and the arts.
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: [William D. Hamilton, familyName, Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamilton
Context triple: [William D. Hamilton, familyName, 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 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 coastal village on the Caribbean island of Bequia in Saint Vincent and the Grenadines.
  • D. 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.
  • E. Hamilton
    Hamilton is a character from the 1935 British film "Sanders of the River," which portrays colonial-era adventures in Nigeria.
  • 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: [William D. Hamilton, familyName, Hamilton]
Generated description
Hamilton is a common English and Scottish surname 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
Target entity description: Hamilton is a common English and Scottish surname borne by numerous notable figures in politics, science, and the arts.
  • A. Hamilton chosen
    Hamilton is a common English and Scottish surname borne by numerous notable figures in politics, the arts, sports, and other fields.
  • B. Hamilton
    Hamilton is a Scottish noble family name most prominently associated with the powerful and historically influential Dukes of Hamilton.
  • C. Hamilton
    Hamilton is a masculine given name of English and Scottish origin, used both as a first name and a surname.
  • 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 critically acclaimed Broadway musical that blends hip-hop, R&B, and traditional show tunes to tell the story of American Founding Father Alexander Hamilton.
  • 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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbec259c8190bb4cfbc1ff6fc786 completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a1fa11481908450978acc1e0913 completed March 28, 2026, 5:41 a.m.
NEDg Description generation batch_69c76b84f5688190a0aef7cd8695c6b0 completed March 28, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69c76be95ecc8190a57ff197f236d434 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:32 p.m.