Triple

T3444501
Position Surface form Disambiguated ID Type / Status
Subject Milwaukee School of Engineering E72643 entity
Predicate foundedBy P104 FINISHED
Object Oscar Werwath
Oscar Werwath was a German-born American engineer and educator best known as the founder and first leader of the Milwaukee School of Engineering.
E447952 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: Oscar Werwath | Statement: [Milwaukee School of Engineering, foundedBy, Oscar Werwath]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oscar Werwath
Context triple: [Milwaukee School of Engineering, foundedBy, Oscar Werwath]
  • A. Wilhelm Groener
    Wilhelm Groener was a German general and politician who played a key role in stabilizing Germany after World War I, notably helping to suppress revolutionary uprisings and later serving as Minister of Defence during the Weimar Republic.
  • B. Franz Walter Stahlecker
    Franz Walter Stahlecker was a high-ranking Nazi SS officer who led Einsatzgruppe A, overseeing mass murders of Jews and other civilians in Eastern Europe during World War II.
  • C. Nikolaus von Falkenhorst
    Nikolaus von Falkenhorst was a German Wehrmacht general best known for planning and leading the 1940 invasion of Norway and Denmark during World War II.
  • D. Erich Dietl
    Erich Dietl was a German Wehrmacht general during World War II, noted for his leadership of mountain troops on the Eastern Front and in Norway.
  • E. Hans-Valentin Hube
    Hans-Valentin Hube was a German Wehrmacht general of World War II, noted for his leadership of armored and infantry formations on the Eastern Front and in the Mediterranean, and for receiving the Knight's Cross with Oak Leaves, Swords, and Diamonds.
  • 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: Oscar Werwath
Triple: [Milwaukee School of Engineering, foundedBy, Oscar Werwath]
Generated description
Oscar Werwath was a German-born American engineer and educator best known as the founder and first leader of the Milwaukee School of Engineering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oscar Werwath
Target entity description: Oscar Werwath was a German-born American engineer and educator best known as the founder and first leader of the Milwaukee School of Engineering.
  • A. Wilhelm Groener
    Wilhelm Groener was a German general and politician who played a key role in stabilizing Germany after World War I, notably helping to suppress revolutionary uprisings and later serving as Minister of Defence during the Weimar Republic.
  • B. Franz Walter Stahlecker
    Franz Walter Stahlecker was a high-ranking Nazi SS officer who led Einsatzgruppe A, overseeing mass murders of Jews and other civilians in Eastern Europe during World War II.
  • C. Nikolaus von Falkenhorst
    Nikolaus von Falkenhorst was a German Wehrmacht general best known for planning and leading the 1940 invasion of Norway and Denmark during World War II.
  • D. Erich Dietl
    Erich Dietl was a German Wehrmacht general during World War II, noted for his leadership of mountain troops on the Eastern Front and in Norway.
  • E. Hans-Valentin Hube
    Hans-Valentin Hube was a German Wehrmacht general of World War II, noted for his leadership of armored and infantry formations on the Eastern Front and in the Mediterranean, and for receiving the Knight's Cross with Oak Leaves, Swords, and Diamonds.
  • 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_69ad85b05c848190b7a28ceec2bd7b74 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adba2b93dc819094e9cca1a5d9540a completed March 8, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd6f7470a0819093cd5755d1ca050c completed March 20, 2026, 4:01 p.m.
NEDg Description generation batch_69bd71aecafc8190b0815d0308bbcaa9 completed March 20, 2026, 4:11 p.m.
NED2 Entity disambiguation (via description) batch_69bd75f39d788190b9e394050c55f44d completed March 20, 2026, 4:29 p.m.
Created at: March 8, 2026, 3:16 p.m.