Triple

T12515670
Position Surface form Disambiguated ID Type / Status
Subject Twofish E299185 entity
Predicate designedBy P184 FINISHED
Object David Wagner
David Wagner is a computer security and cryptography researcher best known as one of the designers of the Twofish encryption algorithm.
E986982 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: David Wagner | Statement: [Twofish, designedBy, David Wagner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Wagner
Context triple: [Twofish, designedBy, David Wagner]
  • A. Andreas Wagner
    Andreas Wagner was a 19th-century German paleontologist and zoologist known for his work on fossil vertebrates and contributions to the classification of prehistoric animals.
  • B. Sven Wagner
    Sven Wagner is a German local politician who serves as the mayor of the town of Aschersleben in Saxony-Anhalt.
  • C. Martin Fischer
    Martin Fischer is a personal name shared by multiple individuals across various professions, such as sports, science, and the arts.
  • D. David Kaemmer
    David Kaemmer is a video game designer and programmer best known as the co-founder of Papyrus Design Group and iRacing, where he created influential racing simulation games.
  • E. Daniel von Bargen
    Daniel von Bargen was an American character actor known for his authoritative and often villainous roles in film and television, including appearances in projects like "The General’s Daughter," "Seinfeld," and "Malcolm in the Middle."
  • 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: David Wagner
Triple: [Twofish, designedBy, David Wagner]
Generated description
David Wagner is a computer security and cryptography researcher best known as one of the designers of the Twofish encryption algorithm.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Wagner
Target entity description: David Wagner is a computer security and cryptography researcher best known as one of the designers of the Twofish encryption algorithm.
  • A. Andreas Wagner
    Andreas Wagner was a 19th-century German paleontologist and zoologist known for his work on fossil vertebrates and contributions to the classification of prehistoric animals.
  • B. Sven Wagner
    Sven Wagner is a German local politician who serves as the mayor of the town of Aschersleben in Saxony-Anhalt.
  • C. Martin Fischer
    Martin Fischer is a personal name shared by multiple individuals across various professions, such as sports, science, and the arts.
  • D. David Kaemmer
    David Kaemmer is a video game designer and programmer best known as the co-founder of Papyrus Design Group and iRacing, where he created influential racing simulation games.
  • E. Daniel von Bargen
    Daniel von Bargen was an American character actor known for his authoritative and often villainous roles in film and television, including appearances in projects like "The General’s Daughter," "Seinfeld," and "Malcolm in the Middle."
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541f80148190976d1d912fe155d0 completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bbd58b88190baeb99380babf64f completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64ce257348190b01179773992d414 completed May 2, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f64da735f48190b051ce173c13e5b2 completed May 2, 2026, 7:16 p.m.
Created at: April 8, 2026, 9:57 p.m.