Triple
T5832172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Korsun–Shevchenkovsky Offensive |
E129375
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
Wilhelm Stemmermann
Wilhelm Stemmermann was a German Wehrmacht general in World War II, best known for leading encircled German forces during the Korsun–Shevchenkovsky Offensive on the Eastern Front.
|
E684632
|
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: Wilhelm Stemmermann | Statement: [Korsun–Shevchenkovsky Offensive, commander, Wilhelm Stemmermann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wilhelm Stemmermann Context triple: [Korsun–Shevchenkovsky Offensive, commander, Wilhelm Stemmermann]
-
A.
Gustav Wilhelm Wolff
Gustav Wilhelm Wolff was a German-born British shipbuilder and politician best known as the co-founder of the Belfast shipbuilding firm Harland and Wolff, which built many famous ocean liners including the RMS Titanic.
-
B.
Wilhelm Sauer
Wilhelm Sauer was a prominent German organ builder of the late 19th and early 20th centuries, renowned for constructing large Romantic-style pipe organs across Germany.
-
C.
Friedrich Karl Schmidt
Friedrich Karl Schmidt was a German mathematician known for his contributions to algebra and number theory, particularly in the theory of function fields.
-
D.
Johann Lillienstedt
Johann Lillienstedt was a Swedish diplomat and statesman active in the early 18th century who represented Sweden in major international negotiations.
-
E.
Otto Leonhard Heubner
Otto Leonhard Heubner was a 19th-century German liberal politician and revolutionary who took part in the democratic movements of the 1848–1849 period.
- 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: Wilhelm Stemmermann Triple: [Korsun–Shevchenkovsky Offensive, commander, Wilhelm Stemmermann]
Generated description
Wilhelm Stemmermann was a German Wehrmacht general in World War II, best known for leading encircled German forces during the Korsun–Shevchenkovsky Offensive on the Eastern Front.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wilhelm Stemmermann Target entity description: Wilhelm Stemmermann was a German Wehrmacht general in World War II, best known for leading encircled German forces during the Korsun–Shevchenkovsky Offensive on the Eastern Front.
-
A.
Gustav Wilhelm Wolff
Gustav Wilhelm Wolff was a German-born British shipbuilder and politician best known as the co-founder of the Belfast shipbuilding firm Harland and Wolff, which built many famous ocean liners including the RMS Titanic.
-
B.
Wilhelm Sauer
Wilhelm Sauer was a prominent German organ builder of the late 19th and early 20th centuries, renowned for constructing large Romantic-style pipe organs across Germany.
-
C.
Friedrich Karl Schmidt
Friedrich Karl Schmidt was a German mathematician known for his contributions to algebra and number theory, particularly in the theory of function fields.
-
D.
Johann Lillienstedt
Johann Lillienstedt was a Swedish diplomat and statesman active in the early 18th century who represented Sweden in major international negotiations.
-
E.
Otto Leonhard Heubner
Otto Leonhard Heubner was a 19th-century German liberal politician and revolutionary who took part in the democratic movements of the 1848–1849 period.
- 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_69c00849d55481908b4f9f5543e0bf6d |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0346c331c8190bac050d425961485 |
completed | March 22, 2026, 6:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b4d712008190aa25340e1feb0804 |
completed | March 29, 2026, 5:12 a.m. |
| NEDg | Description generation | batch_69c8b5d3ed1c8190ad4e95229f91ca23 |
completed | March 29, 2026, 5:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b63c93b48190bab5314723ed4c24 |
completed | March 29, 2026, 5:18 a.m. |
Created at: March 22, 2026, 3:54 p.m.