Triple
T911934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lockheed bribery scandals |
E19677
|
entity |
| Predicate | significantPerson |
P643
|
FINISHED |
| Object |
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.
|
E250551
|
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: Karl-Heinz Schreiber | Statement: [Lockheed bribery scandals, significantPerson, Karl-Heinz Schreiber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karl-Heinz Schreiber Context triple: [Lockheed bribery scandals, significantPerson, Karl-Heinz Schreiber]
-
A.
Karl-Heinz Weber
Karl-Heinz Weber was a German Luftwaffe fighter ace of World War II who flew with the renowned Jagdgeschwader 52 unit on the Eastern Front.
-
B.
Jürgen Büscher
Jürgen Büscher is a screenwriter best known for co-writing the 1993 German war film "Stalingrad."
-
C.
Günther Sabetzki
Günther Sabetzki was a prominent German ice hockey executive and long-serving president of the International Ice Hockey Federation who played a key role in modernizing and internationalizing the sport.
-
D.
Ewald Loeser
Ewald Loeser was a German lawyer and industrial executive who served in senior positions at the Krupp conglomerate and was later prosecuted for his role in Nazi-era crimes during the post–World War II Krupp Trial.
-
E.
Klaus Badelt
Klaus Badelt is a German film composer best known for his work on major Hollywood scores such as "Pirates of the Caribbean: The Curse of the Black Pearl."
- 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: Karl-Heinz Schreiber Triple: [Lockheed bribery scandals, significantPerson, Karl-Heinz Schreiber]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karl-Heinz Schreiber Target entity description: 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.
-
A.
Karl-Heinz Weber
Karl-Heinz Weber was a German Luftwaffe fighter ace of World War II who flew with the renowned Jagdgeschwader 52 unit on the Eastern Front.
-
B.
Jürgen Büscher
Jürgen Büscher is a screenwriter best known for co-writing the 1993 German war film "Stalingrad."
-
C.
Günther Sabetzki
Günther Sabetzki was a prominent German ice hockey executive and long-serving president of the International Ice Hockey Federation who played a key role in modernizing and internationalizing the sport.
-
D.
Ewald Loeser
Ewald Loeser was a German lawyer and industrial executive who served in senior positions at the Krupp conglomerate and was later prosecuted for his role in Nazi-era crimes during the post–World War II Krupp Trial.
-
E.
Klaus Badelt
Klaus Badelt is a German film composer best known for his work on major Hollywood scores such as "Pirates of the Caribbean: The Curse of the Black Pearl."
- 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_69a4939f91a08190ba68c2c81eab90fe |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b2df9ba88190824437026796586f |
completed | March 1, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7190fb84819095e6ebf2eeb50148 |
completed | March 9, 2026, 7:06 a.m. |
| NEDg | Description generation | batch_69ae75ad4f188190ba6edb78f0c32843 |
completed | March 9, 2026, 7:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae7610cb28819084c1898c4103aceb |
completed | March 9, 2026, 7:26 a.m. |
Created at: March 1, 2026, 7:39 p.m.