Triple
T9364948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arras Offensive |
E225375
|
entity |
| Predicate | opposingCommander |
P1698
|
FINISHED |
| Object | Ludwig von Falkenhausen |
E243693
|
NE FINISHED |
How this triple was built (2 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: Ludwig von Falkenhausen | Statement: [Arras Offensive, opposingCommander, Ludwig von Falkenhausen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludwig von Falkenhausen Context triple: [Arras Offensive, opposingCommander, Ludwig von Falkenhausen]
-
A.
Ludwig von Falkenhausen
chosen
Ludwig von Falkenhausen was a German general of the Imperial German Army during World War I, known for commanding forces on the Western Front, including during major battles such as Vimy Ridge.
-
B.
Walther von Lüttwitz
Walther von Lüttwitz was a German general and monarchist who played a key role in post-World War I right-wing military politics and helped lead the failed 1920 Kapp Putsch against the Weimar Republic.
-
C.
Heinrich von Lüttwitz
Heinrich von Lüttwitz was a German Wehrmacht general and armored warfare commander during World War II, noted for leading panzer units on the Western Front.
-
D.
Burkhard Christoph von Münnich
Burkhard Christoph von Münnich was an 18th-century German-born Russian field marshal and military reformer who played a key role in modernizing the Russian army and leading successful campaigns under Empress Anna.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca842cbddc819099d71ecec48cf9e5 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd503fd7f081909655e2a880c84834 |
completed | April 1, 2026, 5:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0f3f3c420819084b65fd4537aaf93 |
completed | April 4, 2026, 11:20 a.m. |
Created at: March 30, 2026, 7:43 p.m.