Triple
T870600
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | First Battle of the Marne |
E18802
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
Karl von Bülow
Karl von Bülow was a German field marshal of World War I who led the German Second Army during the early campaigns on the Western Front.
|
E102255
|
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 von Bülow | Statement: [First Battle of the Marne, commander, Karl von Bülow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karl von Bülow Context triple: [First Battle of the Marne, commander, Karl von Bülow]
-
A.
Matthias Erzberger
Matthias Erzberger was a German Centre Party politician and statesman best known for leading the German delegation that negotiated the World War I armistice in 1918.
-
B.
Otto von Lossow
Otto von Lossow was a Bavarian army officer and Reichswehr general who played a key role in the political tensions surrounding the early Weimar Republic, including events leading up to and during the Beer Hall Putsch.
-
C.
Otto von Bismarck
Otto von Bismarck was a 19th-century Prussian statesman who engineered the unification of Germany and served as the first Chancellor of the German Empire.
-
D.
Ernst Wilhelm Bohle
Ernst Wilhelm Bohle was a high-ranking Nazi official who led the party’s Foreign Organization (NSDAP/AO) and was later tried as a defendant in the post–World War II Ministries Trial.
-
E.
Roman Herzog
Roman Herzog was a German jurist and politician who served as President of Germany from 1994 to 1999.
- 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 von Bülow Triple: [First Battle of the Marne, commander, Karl von Bülow]
Generated description
Karl von Bülow was a German field marshal of World War I who led the German Second Army during the early campaigns on the Western Front.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karl von Bülow Target entity description: Karl von Bülow was a German field marshal of World War I who led the German Second Army during the early campaigns on the Western Front.
-
A.
Matthias Erzberger
Matthias Erzberger was a German Centre Party politician and statesman best known for leading the German delegation that negotiated the World War I armistice in 1918.
-
B.
Otto von Lossow
Otto von Lossow was a Bavarian army officer and Reichswehr general who played a key role in the political tensions surrounding the early Weimar Republic, including events leading up to and during the Beer Hall Putsch.
-
C.
Otto von Bismarck
Otto von Bismarck was a 19th-century Prussian statesman who engineered the unification of Germany and served as the first Chancellor of the German Empire.
-
D.
Ernst Wilhelm Bohle
Ernst Wilhelm Bohle was a high-ranking Nazi official who led the party’s Foreign Organization (NSDAP/AO) and was later tried as a defendant in the post–World War II Ministries Trial.
-
E.
Roman Herzog
Roman Herzog was a German jurist and politician who served as President of Germany from 1994 to 1999.
- 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_69a4938db1f081909bcd1ad2713b6096 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac94d5ac81909feee876696da589 |
completed | March 1, 2026, 9:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3cb9a648190981182add42325f3 |
completed | March 4, 2026, 3:15 a.m. |
| NEDg | Description generation | batch_69a7a558c1308190810a139ad24dfc9d |
completed | March 4, 2026, 3:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7a5e744188190ae30544753fb9399 |
completed | March 4, 2026, 3:24 a.m. |
Created at: March 1, 2026, 7:39 p.m.