Triple
T17184770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kraftwerk |
E417076
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Emil Schult (visual collaborator and lyricist)
Emil Schult is a German visual artist and lyricist best known for his long-term collaboration with the electronic music group Kraftwerk, for whom he created iconic artwork and contributed to song lyrics.
|
E1256250
|
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: Emil Schult (visual collaborator and lyricist) | Statement: [Kraftwerk, member, Emil Schult (visual collaborator and lyricist)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emil Schult (visual collaborator and lyricist) Context triple: [Kraftwerk, member, Emil Schult (visual collaborator and lyricist)]
-
A.
Hans Willenpart
Hans Willenpart was an Austrian mountaineer best known as a member of the team that achieved the first ascent of the Himalayan peak Gasherbrum II.
-
B.
Peter Schreyer
Peter Schreyer is a renowned German automobile designer best known for his influential work at Audi and Kia, where he helped shape modern automotive design language.
-
C.
Karl Straube
Karl Straube was a prominent German organist, choral conductor, and influential interpreter of Bach and Reger who served as Thomaskantor in Leipzig.
-
D.
Gotthilf Heinrich von Schubert
Gotthilf Heinrich von Schubert was a 19th-century German physician, naturalist, and Romantic-era philosopher known for his speculative and mystical approach to nature and science.
-
E.
Ernst Schwitters
Ernst Schwitters was a German photographer and son of the avant-garde artist Kurt Schwitters, known for preserving and promoting his father's artistic legacy.
- 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: Emil Schult (visual collaborator and lyricist) Triple: [Kraftwerk, member, Emil Schult (visual collaborator and lyricist)]
Generated description
Emil Schult is a German visual artist and lyricist best known for his long-term collaboration with the electronic music group Kraftwerk, for whom he created iconic artwork and contributed to song lyrics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emil Schult (visual collaborator and lyricist) Target entity description: Emil Schult is a German visual artist and lyricist best known for his long-term collaboration with the electronic music group Kraftwerk, for whom he created iconic artwork and contributed to song lyrics.
-
A.
Hans Willenpart
Hans Willenpart was an Austrian mountaineer best known as a member of the team that achieved the first ascent of the Himalayan peak Gasherbrum II.
-
B.
Peter Schreyer
Peter Schreyer is a renowned German automobile designer best known for his influential work at Audi and Kia, where he helped shape modern automotive design language.
-
C.
Karl Straube
Karl Straube was a prominent German organist, choral conductor, and influential interpreter of Bach and Reger who served as Thomaskantor in Leipzig.
-
D.
Gotthilf Heinrich von Schubert
Gotthilf Heinrich von Schubert was a 19th-century German physician, naturalist, and Romantic-era philosopher known for his speculative and mystical approach to nature and science.
-
E.
Ernst Schwitters
Ernst Schwitters was a German photographer and son of the avant-garde artist Kurt Schwitters, known for preserving and promoting his father's artistic legacy.
- 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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42d9556c881908ccaee4ef77dbe1f |
completed | April 19, 2026, 1:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a015fcc424081908a7e74df0523443e |
completed | May 11, 2026, 4:49 a.m. |
| NEDg | Description generation | batch_6a016184e0c0819099320b32bc471cad |
completed | May 11, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0162692420819097b99a71ec470861 |
completed | May 11, 2026, 5 a.m. |
Created at: April 10, 2026, 5:37 a.m.