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.