Triple
T5037028
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schwarzkopf |
E113450
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Hans Schwarzkopf
Hans Schwarzkopf was a German chemist and entrepreneur best known for founding the Schwarzkopf hair care brand and pioneering modern shampoo products.
|
E488687
|
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: Hans Schwarzkopf | Statement: [Schwarzkopf, hasNotableBearer, Hans Schwarzkopf]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hans Schwarzkopf Context triple: [Schwarzkopf, hasNotableBearer, Hans Schwarzkopf]
-
A.
Gerd Busch
Gerd Busch is an individual notable enough to be recognized as a prominent bearer of the surname Busch, though specific widely known public details about him are not readily available.
-
B.
Heinz Reinefarth
Heinz Reinefarth was a German SS officer and wartime commander notorious for his role in brutal operations on the Eastern Front and in suppressing the Warsaw Uprising during World War II.
-
C.
Horst Kettner
Horst Kettner is best known as the longtime companion and later husband of German filmmaker and photographer Leni Riefenstahl, with whom he collaborated closely in her later life and work.
-
D.
Heinrich von Lehmann-Willenbrock
Heinrich von Lehmann-Willenbrock was a German U-boat commander in the Kriegsmarine during World War II, noted for his leadership of U-96, later made famous by the film and novel "Das Boot."
-
E.
Walther Nehring
Walther Nehring was a German general and panzer commander in World War II, known for leading armored formations on the Eastern Front and in North Africa.
- 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: Hans Schwarzkopf Triple: [Schwarzkopf, hasNotableBearer, Hans Schwarzkopf]
Generated description
Hans Schwarzkopf was a German chemist and entrepreneur best known for founding the Schwarzkopf hair care brand and pioneering modern shampoo products.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hans Schwarzkopf Target entity description: Hans Schwarzkopf was a German chemist and entrepreneur best known for founding the Schwarzkopf hair care brand and pioneering modern shampoo products.
-
A.
Gerd Busch
Gerd Busch is an individual notable enough to be recognized as a prominent bearer of the surname Busch, though specific widely known public details about him are not readily available.
-
B.
Heinz Reinefarth
Heinz Reinefarth was a German SS officer and wartime commander notorious for his role in brutal operations on the Eastern Front and in suppressing the Warsaw Uprising during World War II.
-
C.
Horst Kettner
Horst Kettner is best known as the longtime companion and later husband of German filmmaker and photographer Leni Riefenstahl, with whom he collaborated closely in her later life and work.
-
D.
Heinrich von Lehmann-Willenbrock
Heinrich von Lehmann-Willenbrock was a German U-boat commander in the Kriegsmarine during World War II, noted for his leadership of U-96, later made famous by the film and novel "Das Boot."
-
E.
Walther Nehring
Walther Nehring was a German general and panzer commander in World War II, known for leading armored formations on the Eastern Front and in North Africa.
- 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_69bd44384298819089c49e7c330ec7b8 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73bb069c8190af86f1b2f95f3d95 |
completed | March 20, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c79265081908512b39cc74161f8 |
completed | March 21, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_69be9d517df88190bcd682badaca96c8 |
completed | March 21, 2026, 1:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9dea9de48190805b1e3527b47a00 |
completed | March 21, 2026, 1:32 p.m. |
Created at: March 20, 2026, 1:37 p.m.