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.