Triple

T15670898
Position Surface form Disambiguated ID Type / Status
Subject Andy Hampsten E377307 entity
Predicate familyName P18 FINISHED
Object Hampsten
Hampsten is the surname of Andy Hampsten, the American professional cyclist best known for winning the 1988 Giro d'Italia.
 E1170146 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 | Statement: [Andy Hampsten, familyName, Hampsten]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hampsten
Context triple: [Andy Hampsten, familyName, Hampsten]
  • A. Nordhoff
    Nordhoff is a surname most notably associated with American author and journalist Charles Nordhoff.
  • B. Henstead
    Henstead is a small rural village and civil parish located in the county of Suffolk in eastern England.
  • C. Hornstull
    Hornstull is a vibrant waterfront neighborhood on the western edge of Södermalm in central Stockholm, known for its bars, restaurants, and cultural venues.
  • D. Branting
    Branting is a Swedish surname most notably associated with Hjalmar Branting, a pioneering Social Democratic politician and Nobel Peace Prize laureate.
  • E. Stayton
    Stayton is a small city in Marion County, Oregon, located southeast of Salem in the Willamette Valley.
  • 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
Triple: [Andy Hampsten, familyName, Hampsten]
Generated description
Hampsten is the surname of Andy Hampsten, the American professional cyclist best known for winning the 1988 Giro d'Italia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hampsten
Target entity description: Hampsten is the surname of Andy Hampsten, the American professional cyclist best known for winning the 1988 Giro d'Italia.
  • A. Nordhoff
    Nordhoff is a surname most notably associated with American author and journalist Charles Nordhoff.
  • B. Henstead
    Henstead is a small rural village and civil parish located in the county of Suffolk in eastern England.
  • C. Hornstull
    Hornstull is a vibrant waterfront neighborhood on the western edge of Södermalm in central Stockholm, known for its bars, restaurants, and cultural venues.
  • D. Branting
    Branting is a Swedish surname most notably associated with Hjalmar Branting, a pioneering Social Democratic politician and Nobel Peace Prize laureate.
  • E. Stayton
    Stayton is a small city in Marion County, Oregon, located southeast of Salem in the Willamette Valley.
  • 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_69ff67a431208190b7e0d1eefd55504a completed May 9, 2026, 4:58 p.m.
NEDg Description generation batch_69ff6959c200819098d11682b3078766 completed May 9, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_69ff69b4b9dc8190920c399b737cf2a3 completed May 9, 2026, 5:07 p.m.
Created at: April 10, 2026, 4:16 a.m.