Triple
T8350214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Volkswagen Passat B7 |
E196139
|
entity |
| Predicate | designer |
P184
|
FINISHED |
| Object |
Klaus Bischoff
Klaus Bischoff is a German automotive designer best known for his leading design roles at Volkswagen, where he has shaped the look of numerous key models.
|
E772386
|
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: Klaus Bischoff | Statement: [Volkswagen Passat B7, designer, Klaus Bischoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klaus Bischoff Context triple: [Volkswagen Passat B7, designer, Klaus Bischoff]
-
A.
Erich Krueger
Erich Krueger is the wealthy, enigmatic, and increasingly menacing husband whose obsessive behavior drives the psychological suspense in Mary Higgins Clark’s novel "A Cry in the Night."
-
B.
Klaus Heissler
Klaus Heissler is a talking goldfish with the brain of an East German Olympic ski jumper, serving as a comedic and often sarcastic member of the Smith family in the animated series "American Dad!".
-
C.
Rainer Thiel
Rainer Thiel is a notable individual who shares the surname Thiel and is recognized as a distinguished bearer of that name.
-
D.
Daniel Knauf
Daniel Knauf is an American television writer and producer best known for creating the HBO series "Carnivàle."
-
E.
Ralf Dörper
Ralf Dörper is a German musician and songwriter best known as a founding member of the synth-pop band Propaganda and for his influential role in the 1980s electronic music scene.
- 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: Klaus Bischoff Triple: [Volkswagen Passat B7, designer, Klaus Bischoff]
Generated description
Klaus Bischoff is a German automotive designer best known for his leading design roles at Volkswagen, where he has shaped the look of numerous key models.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Klaus Bischoff Target entity description: Klaus Bischoff is a German automotive designer best known for his leading design roles at Volkswagen, where he has shaped the look of numerous key models.
-
A.
Erich Krueger
Erich Krueger is the wealthy, enigmatic, and increasingly menacing husband whose obsessive behavior drives the psychological suspense in Mary Higgins Clark’s novel "A Cry in the Night."
-
B.
Klaus Heissler
Klaus Heissler is a talking goldfish with the brain of an East German Olympic ski jumper, serving as a comedic and often sarcastic member of the Smith family in the animated series "American Dad!".
-
C.
Rainer Thiel
Rainer Thiel is a notable individual who shares the surname Thiel and is recognized as a distinguished bearer of that name.
-
D.
Daniel Knauf
Daniel Knauf is an American television writer and producer best known for creating the HBO series "Carnivàle."
-
E.
Ralf Dörper
Ralf Dörper is a German musician and songwriter best known as a founding member of the synth-pop band Propaganda and for his influential role in the 1980s electronic music scene.
- 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_69ca82edd63c8190b876b8465464c5fa |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80181ca48190bbf2e6a6aae80d69 |
completed | March 31, 2026, 8:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdb70fbf881909daefb3162ba803c |
completed | April 3, 2026, 3:23 p.m. |
| NEDg | Description generation | batch_69cfdcc512b4819083c984476157678a |
completed | April 3, 2026, 3:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfdd2247a0819098f2aa4afad15aff |
completed | April 3, 2026, 3:30 p.m. |
Created at: March 30, 2026, 5:59 p.m.