Triple
T14949639
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arnold von Siemens |
E372755
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Gewerbeakademie Berlin
The Gewerbeakademie Berlin was a 19th-century technical and trade school in Berlin that played a key role in training engineers and industrial leaders in Germany.
|
E1128502
|
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: Gewerbeakademie Berlin | Statement: [Arnold von Siemens, educatedAt, Gewerbeakademie Berlin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gewerbeakademie Berlin Context triple: [Arnold von Siemens, educatedAt, Gewerbeakademie Berlin]
-
A.
Königliche Gewerbeschule Potsdam
Königliche Gewerbeschule Potsdam was a 19th-century royal vocational and technical school in Potsdam, Prussia, that trained students in practical engineering and industrial crafts.
-
B.
Bauakademie, Berlin
The Bauakademie in Berlin was a renowned 19th-century Prussian architectural and engineering school that trained prominent figures such as bridge engineer John A. Roebling.
-
C.
Gottlieb-Daimler-Schule
Gottlieb-Daimler-Schule is a vocational and technical secondary school in Sindelfingen, Germany, named after automotive pioneer Gottlieb Daimler and focused on engineering- and industry-related education.
-
D.
Kunstgewerbeschule
Kunstgewerbeschule was the historic Viennese school of arts and crafts that evolved into today’s University of Applied Arts Vienna.
-
E.
Kunstgewerbeschule Charlottenburg
Kunstgewerbeschule Charlottenburg was a prominent applied arts and design school in Berlin known for training early 20th-century avant-garde artists and designers.
- 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: Gewerbeakademie Berlin Triple: [Arnold von Siemens, educatedAt, Gewerbeakademie Berlin]
Generated description
The Gewerbeakademie Berlin was a 19th-century technical and trade school in Berlin that played a key role in training engineers and industrial leaders in Germany.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gewerbeakademie Berlin Target entity description: The Gewerbeakademie Berlin was a 19th-century technical and trade school in Berlin that played a key role in training engineers and industrial leaders in Germany.
-
A.
Königliche Gewerbeschule Potsdam
Königliche Gewerbeschule Potsdam was a 19th-century royal vocational and technical school in Potsdam, Prussia, that trained students in practical engineering and industrial crafts.
-
B.
Bauakademie, Berlin
The Bauakademie in Berlin was a renowned 19th-century Prussian architectural and engineering school that trained prominent figures such as bridge engineer John A. Roebling.
-
C.
Gottlieb-Daimler-Schule
Gottlieb-Daimler-Schule is a vocational and technical secondary school in Sindelfingen, Germany, named after automotive pioneer Gottlieb Daimler and focused on engineering- and industry-related education.
-
D.
Kunstgewerbeschule
Kunstgewerbeschule was the historic Viennese school of arts and crafts that evolved into today’s University of Applied Arts Vienna.
-
E.
Kunstgewerbeschule Charlottenburg
Kunstgewerbeschule Charlottenburg was a prominent applied arts and design school in Berlin known for training early 20th-century avant-garde artists and designers.
- 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_69d85cca979481908747d2a81eba1cea |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded68fae3c81909873b113bfcaca05 |
completed | April 15, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe7e986dfc8190a5cf363dabe6bdef |
completed | May 9, 2026, 12:23 a.m. |
| NEDg | Description generation | batch_69fe82845b788190b1d7af425aa354d4 |
completed | May 9, 2026, 12:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe832a4228819085ebb93e9fed00be |
completed | May 9, 2026, 12:43 a.m. |
Created at: April 10, 2026, 2:39 a.m.