Triple

T13476998
Position Surface form Disambiguated ID Type / Status
Subject Ayrton Senna E318274 entity
Predicate notableTeammate P2649 FINISHED
Object Gerhard Berger
Gerhard Berger is an Austrian former Formula One driver known for his race wins with Ferrari and McLaren and his close friendship and rivalry with Ayrton Senna.
E1152658 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: Gerhard Berger | Statement: [Ayrton Senna, notableTeammate, Gerhard Berger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gerhard Berger
Context triple: [Ayrton Senna, notableTeammate, Gerhard Berger]
  • A. Manfred Scheuer
    Manfred Scheuer is an Austrian Roman Catholic prelate who serves as the Bishop of Linz.
  • B. Wilfried Seyferth
    Wilfried Seyferth was a German actor known for his roles in mid-20th-century films, particularly in postwar German cinema.
  • C. Reinhard Brundig
    Reinhard Brundig is a German film producer known for his work on independent and art-house films, including Jim Jarmusch’s "Only Lovers Left Alive."
  • D. Heinz Ziegler
    Heinz Ziegler was a German Wehrmacht general during World War II who held several high-level command positions, including leadership roles associated with the 21st Panzer Division.
  • E. Bernd Huber
    Bernd Huber is a German economist and academic who served as president of Ludwig Maximilian University of Munich.
  • 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: Gerhard Berger
Triple: [Ayrton Senna, notableTeammate, Gerhard Berger]
Generated description
Gerhard Berger is an Austrian former Formula One driver known for his race wins with Ferrari and McLaren and his close friendship and rivalry with Ayrton Senna.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gerhard Berger
Target entity description: Gerhard Berger is an Austrian former Formula One driver known for his race wins with Ferrari and McLaren and his close friendship and rivalry with Ayrton Senna.
  • A. Manfred Scheuer
    Manfred Scheuer is an Austrian Roman Catholic prelate who serves as the Bishop of Linz.
  • B. Wilfried Seyferth
    Wilfried Seyferth was a German actor known for his roles in mid-20th-century films, particularly in postwar German cinema.
  • C. Reinhard Brundig
    Reinhard Brundig is a German film producer known for his work on independent and art-house films, including Jim Jarmusch’s "Only Lovers Left Alive."
  • D. Heinz Ziegler
    Heinz Ziegler was a German Wehrmacht general during World War II who held several high-level command positions, including leadership roles associated with the 21st Panzer Division.
  • E. Bernd Huber
    Bernd Huber is a German economist and academic who served as president of Ludwig Maximilian University of Munich.
  • 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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf2551b48190a074fd256791742d completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b2e59e88190b58fdf9d9643aef9 completed May 9, 2026, 10:23 a.m.
NEDg Description generation batch_69ff0bb903f881909619cece7def68e4 completed May 9, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69ff0c81636c81909536e69b48c5c400 completed May 9, 2026, 10:29 a.m.
Created at: April 9, 2026, 9:42 p.m.