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.