Triple

T15670938
Position Surface form Disambiguated ID Type / Status
Subject Andy Hampsten E377307 entity
Predicate founded P104 FINISHED
Object Hampsten Cycles
Hampsten Cycles is a boutique bicycle company known for its high-end, custom road and gravel bikes, founded by former professional cyclist Andy Hampsten.
E1171236 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: Hampsten Cycles | Statement: [Andy Hampsten, founded, Hampsten Cycles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hampsten Cycles
Context triple: [Andy Hampsten, founded, Hampsten Cycles]
  • A. LeMond Bicycles
    LeMond Bicycles is a bicycle company known for producing performance-oriented road bikes inspired by the racing career and design philosophy of champion cyclist Greg LeMond.
  • B. Raleigh Bicycle Company
    Raleigh Bicycle Company is a historic British bicycle manufacturer founded in the late 19th century that became one of the world’s largest and most influential bike brands.
  • C. Santander Cycles
    Santander Cycles is London’s public bicycle-sharing scheme, offering short-term bike rentals across the city through a network of docking stations.
  • D. Circle K Cycles
    Circle K Cycles is an experimental nonfiction work by Karen Tei Yamashita that blends travelogue, memoir, and cultural critique to explore Japanese Brazilian migration and transnational identity.
  • E. Brompton
    Brompton is a historic and affluent district in West London known for its museums, garden squares, and proximity to Knightsbridge and South Kensington.
  • 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: Hampsten Cycles
Triple: [Andy Hampsten, founded, Hampsten Cycles]
Generated description
Hampsten Cycles is a boutique bicycle company known for its high-end, custom road and gravel bikes, founded by former professional cyclist Andy Hampsten.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hampsten Cycles
Target entity description: Hampsten Cycles is a boutique bicycle company known for its high-end, custom road and gravel bikes, founded by former professional cyclist Andy Hampsten.
  • A. LeMond Bicycles
    LeMond Bicycles is a bicycle company known for producing performance-oriented road bikes inspired by the racing career and design philosophy of champion cyclist Greg LeMond.
  • B. Raleigh Bicycle Company
    Raleigh Bicycle Company is a historic British bicycle manufacturer founded in the late 19th century that became one of the world’s largest and most influential bike brands.
  • C. Santander Cycles
    Santander Cycles is London’s public bicycle-sharing scheme, offering short-term bike rentals across the city through a network of docking stations.
  • D. Circle K Cycles
    Circle K Cycles is an experimental nonfiction work by Karen Tei Yamashita that blends travelogue, memoir, and cultural critique to explore Japanese Brazilian migration and transnational identity.
  • E. Brompton
    Brompton is a historic and affluent district in West London known for its museums, garden squares, and proximity to Knightsbridge and South Kensington.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f13b1b08190beabc9f4098aa096 completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ed8d9188190a68035d2508b117d completed May 9, 2026, 5:28 p.m.
NEDg Description generation batch_69ff6f691b1c8190a5b6ede22f90a1d9 completed May 9, 2026, 5:31 p.m.
NED2 Entity disambiguation (via description) batch_69ff700c8c748190a24996936d591435 completed May 9, 2026, 5:34 p.m.
Created at: April 10, 2026, 4:16 a.m.