Triple

T15670918
Position Surface form Disambiguated ID Type / Status
Subject Andy Hampsten E377307 entity
Predicate won P1518 FINISHED
Object 1988 Giro d'Italia mountains classification
The 1988 Giro d'Italia mountains classification was the climbers' competition in that year's Giro, awarded to the rider who gained the most points on designated mountain stages.
 E1171231 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: 1988 Giro d'Italia mountains classification | Statement: [Andy Hampsten, won, 1988 Giro d'Italia mountains classification]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 1988 Giro d'Italia mountains classification
Context triple: [Andy Hampsten, won, 1988 Giro d'Italia mountains classification]
  • A. 1988 Giro d'Italia general classification
    The 1988 Giro d'Italia general classification was the overall standings of that year's edition of the Italian Grand Tour, historically notable for crowning Andy Hampsten as the first American overall winner.
  • B. 1988 Giro d'Italia combination classification
    The 1988 Giro d'Italia combination classification was a secondary competition in that year's Giro, ranking riders based on their overall performance across multiple individual classifications.
  • C. 1988 Vuelta a España
    The 1988 Vuelta a España was the 43rd edition of Spain’s Grand Tour cycling race, featuring multiple stages across the country and ultimately won by Pedro Delgado.
  • D. 1988 Tour de France
    The 1988 Tour de France was the 75th edition of cycling’s premier Grand Tour, notable for its mountainous route and overall victory by Spanish rider Pedro Delgado.
  • E. 1985 Tour de France
    The 1985 Tour de France was the edition of cycling’s premier Grand Tour in which Bernard Hinault secured his fifth and final overall victory amid growing tension with emerging teammate Greg LeMond.
  • 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: 1988 Giro d'Italia mountains classification
Triple: [Andy Hampsten, won, 1988 Giro d'Italia mountains classification]
Generated description
The 1988 Giro d'Italia mountains classification was the climbers' competition in that year's Giro, awarded to the rider who gained the most points on designated mountain stages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 1988 Giro d'Italia mountains classification
Target entity description: The 1988 Giro d'Italia mountains classification was the climbers' competition in that year's Giro, awarded to the rider who gained the most points on designated mountain stages.
  • A. 1988 Giro d'Italia general classification
    The 1988 Giro d'Italia general classification was the overall standings of that year's edition of the Italian Grand Tour, historically notable for crowning Andy Hampsten as the first American overall winner.
  • B. 1988 Giro d'Italia combination classification
    The 1988 Giro d'Italia combination classification was a secondary competition in that year's Giro, ranking riders based on their overall performance across multiple individual classifications.
  • C. 1988 Vuelta a España
    The 1988 Vuelta a España was the 43rd edition of Spain’s Grand Tour cycling race, featuring multiple stages across the country and ultimately won by Pedro Delgado.
  • D. 1988 Tour de France
    The 1988 Tour de France was the 75th edition of cycling’s premier Grand Tour, notable for its mountainous route and overall victory by Spanish rider Pedro Delgado.
  • E. 1985 Tour de France
    The 1985 Tour de France was the edition of cycling’s premier Grand Tour in which Bernard Hinault secured his fifth and final overall victory amid growing tension with emerging teammate Greg LeMond.
  • 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.