Triple
T870599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | First Battle of the Marne |
E18802
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
Alexander von Kluck
Alexander von Kluck was a German general best known for leading the First Army during the opening campaigns of World War I, where his actions played a crucial role in the early German advance and subsequent failure at the First Battle of the Marne.
|
E176755
|
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: Alexander von Kluck | Statement: [First Battle of the Marne, commander, Alexander von Kluck]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alexander von Kluck Context triple: [First Battle of the Marne, commander, Alexander von Kluck]
-
A.
Wilhelm von Leeb
Wilhelm von Leeb was a German field marshal in the Wehrmacht during World War II, best known for leading Army Group North in the invasion of the Soviet Union.
-
B.
Karl Mack von Leiberich
Karl Mack von Leiberich was an Austrian general best known for his disastrous defeat and surrender to Napoleon at Ulm in 1805, which crippled the Habsburg war effort.
-
C.
Field Marshal Georg von Küchler
Field Marshal Georg von Küchler was a senior German Wehrmacht commander during World War II, best known for leading major operations on the Eastern Front.
-
D.
Michael von Melas
Michael von Melas was an Austrian field marshal best known for leading Habsburg forces against Napoleon during the War of the Second Coalition.
-
E.
Erich von Falkenhayn
Erich von Falkenhayn was a German general who served as Chief of the General Staff of the Imperial German Army during World War I and was a key architect of its early war 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: Alexander von Kluck Triple: [First Battle of the Marne, commander, Alexander von Kluck]
Generated description
Alexander von Kluck was a German general best known for leading the First Army during the opening campaigns of World War I, where his actions played a crucial role in the early German advance and subsequent failure at the First Battle of the Marne.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alexander von Kluck Target entity description: Alexander von Kluck was a German general best known for leading the First Army during the opening campaigns of World War I, where his actions played a crucial role in the early German advance and subsequent failure at the First Battle of the Marne.
-
A.
Wilhelm von Leeb
Wilhelm von Leeb was a German field marshal in the Wehrmacht during World War II, best known for leading Army Group North in the invasion of the Soviet Union.
-
B.
Karl Mack von Leiberich
Karl Mack von Leiberich was an Austrian general best known for his disastrous defeat and surrender to Napoleon at Ulm in 1805, which crippled the Habsburg war effort.
-
C.
Field Marshal Georg von Küchler
Field Marshal Georg von Küchler was a senior German Wehrmacht commander during World War II, best known for leading major operations on the Eastern Front.
-
D.
Michael von Melas
Michael von Melas was an Austrian field marshal best known for leading Habsburg forces against Napoleon during the War of the Second Coalition.
-
E.
Erich von Falkenhayn
Erich von Falkenhayn was a German general who served as Chief of the General Staff of the Imperial German Army during World War I and was a key architect of its early war 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_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_69ad36f094888190b3ccb2acb266941c |
completed | March 8, 2026, 8:44 a.m. |
| NEDg | Description generation | batch_69ad379a29508190830c885a4bd51445 |
completed | March 8, 2026, 8:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad381cfcf0819093672775ec792c29 |
completed | March 8, 2026, 8:49 a.m. |
Created at: March 1, 2026, 7:39 p.m.