Triple
T715874
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Treaty of Brest-Litovsk |
E14311
|
entity |
| Predicate | negotiatedWith |
P378
|
FINISHED |
| Object |
Richard von Kühlmann
Richard von Kühlmann was a German diplomat and Foreign Secretary of the German Empire during World War I, known for his role in negotiating key wartime treaties.
|
E232639
|
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: Richard von Kühlmann | Statement: [Treaty of Brest-Litovsk, negotiatedWith, Richard von Kühlmann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard von Kühlmann Context triple: [Treaty of Brest-Litovsk, negotiatedWith, Richard von Kühlmann]
-
A.
Ernst Göhner
Ernst Göhner was a prominent Swiss entrepreneur and industrialist known for building a major construction and real estate empire and for his significant philanthropic legacy.
-
B.
Gerhard Schöpfel
Gerhard Schöpfel was a German Luftwaffe fighter ace of World War II who became a high-scoring pilot and commander on the Western Front.
-
C.
Franz von Holzhausen
Franz von Holzhausen is an American automobile designer best known as Tesla’s chief designer, responsible for the styling of vehicles such as the Model S, Model 3, Model X, Model Y, and the Cybertruck.
-
D.
Hans-Georg von Friedeburg
Hans-Georg von Friedeburg was a German admiral who served as the last commander-in-chief of the Kriegsmarine during World War II and participated in Germany’s surrender negotiations in 1945.
-
E.
Johannes Steinhoff
Johannes Steinhoff was a highly decorated German Luftwaffe fighter ace of World War II who later became a prominent general and key figure in rebuilding the postwar German Air Force and NATO air strategy.
- 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: Richard von Kühlmann Triple: [Treaty of Brest-Litovsk, negotiatedWith, Richard von Kühlmann]
Generated description
Richard von Kühlmann was a German diplomat and Foreign Secretary of the German Empire during World War I, known for his role in negotiating key wartime treaties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richard von Kühlmann Target entity description: Richard von Kühlmann was a German diplomat and Foreign Secretary of the German Empire during World War I, known for his role in negotiating key wartime treaties.
-
A.
Ernst Göhner
Ernst Göhner was a prominent Swiss entrepreneur and industrialist known for building a major construction and real estate empire and for his significant philanthropic legacy.
-
B.
Gerhard Schöpfel
Gerhard Schöpfel was a German Luftwaffe fighter ace of World War II who became a high-scoring pilot and commander on the Western Front.
-
C.
Franz von Holzhausen
Franz von Holzhausen is an American automobile designer best known as Tesla’s chief designer, responsible for the styling of vehicles such as the Model S, Model 3, Model X, Model Y, and the Cybertruck.
-
D.
Hans-Georg von Friedeburg
Hans-Georg von Friedeburg was a German admiral who served as the last commander-in-chief of the Kriegsmarine during World War II and participated in Germany’s surrender negotiations in 1945.
-
E.
Johannes Steinhoff
Johannes Steinhoff was a highly decorated German Luftwaffe fighter ace of World War II who later became a prominent general and key figure in rebuilding the postwar German Air Force and NATO air strategy.
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a574b4d881908b6d0be386081efd |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae26c4077081908dbf36ed274afa58 |
completed | March 9, 2026, 1:47 a.m. |
| NEDg | Description generation | batch_69ae2763b4b08190b733e8342a52f75e |
completed | March 9, 2026, 1:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae27d10bf08190a14fa1ca906646f8 |
completed | March 9, 2026, 1:52 a.m. |
Created at: March 1, 2026, 7:37 p.m.