Triple
T5037029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schwarzkopf |
E113450
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Klaus Schwarzkopf
Klaus Schwarzkopf was a German actor best known for his roles in film and television during the mid-20th century.
|
E489933
|
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 Schwarzkopf | Statement: [Schwarzkopf, hasNotableBearer, Klaus Schwarzkopf]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klaus Schwarzkopf Context triple: [Schwarzkopf, hasNotableBearer, Klaus Schwarzkopf]
-
A.
Hans Schwarzkopf
Hans Schwarzkopf was a German chemist and entrepreneur best known for founding the Schwarzkopf hair care brand and pioneering modern shampoo products.
-
B.
Winfried Schäfer
Winfried Schäfer is a German football manager best known for his successful stints coaching national teams, including leading Cameroon to victory in the 2002 Africa Cup of Nations.
-
C.
Volker Braun
Volker Braun is a German writer and poet known for his politically engaged works that critically examine life in East Germany and the legacy of socialism.
-
D.
Karl-Heinz Schreiber
Karl-Heinz Schreiber is a German-Canadian lobbyist and businessman notorious for his central role in major international arms and political bribery scandals, including those involving Lockheed.
-
E.
Karl-Heinz Kohl
Karl-Heinz Kohl is a German ethnologist and anthropologist known for his work on religious cultures, particularly in Indonesia and Oceania.
- 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 Schwarzkopf Triple: [Schwarzkopf, hasNotableBearer, Klaus Schwarzkopf]
Generated description
Klaus Schwarzkopf was a German actor best known for his roles in film and television during the mid-20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Klaus Schwarzkopf Target entity description: Klaus Schwarzkopf was a German actor best known for his roles in film and television during the mid-20th century.
-
A.
Hans Schwarzkopf
Hans Schwarzkopf was a German chemist and entrepreneur best known for founding the Schwarzkopf hair care brand and pioneering modern shampoo products.
-
B.
Winfried Schäfer
Winfried Schäfer is a German football manager best known for his successful stints coaching national teams, including leading Cameroon to victory in the 2002 Africa Cup of Nations.
-
C.
Volker Braun
Volker Braun is a German writer and poet known for his politically engaged works that critically examine life in East Germany and the legacy of socialism.
-
D.
Karl-Heinz Schreiber
Karl-Heinz Schreiber is a German-Canadian lobbyist and businessman notorious for his central role in major international arms and political bribery scandals, including those involving Lockheed.
-
E.
Karl-Heinz Kohl
Karl-Heinz Kohl is a German ethnologist and anthropologist known for his work on religious cultures, particularly in Indonesia and Oceania.
- 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_69bea479f01c8190a84ff4973845eb17 |
completed | March 21, 2026, 2 p.m. |
| NEDg | Description generation | batch_69bea525d9088190b0b655687dd27630 |
completed | March 21, 2026, 2:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bea594850881909cd683670b63a079 |
completed | March 21, 2026, 2:05 p.m. |
Created at: March 20, 2026, 1:37 p.m.