Triple
T9985372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Erich Gutenberg |
E196553
|
entity |
| Predicate | movement |
P81
|
FINISHED |
| Object | German school of business administration |
E386335
|
NE FINISHED |
How this triple was built (2 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: German school of business administration | Statement: [Erich Gutenberg, movement, German school of business administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German school of business administration Context triple: [Erich Gutenberg, movement, German school of business administration]
-
A.
Frankfurt School
The Frankfurt School was a group of 20th-century German social theorists and philosophers associated with critical theory, Marxism, and critiques of modern capitalist and authoritarian societies.
-
B.
WHU – Otto Beisheim School of Management
WHU – Otto Beisheim School of Management is a leading German business school renowned for its rigorous management programs, strong international orientation, and close ties to global corporate partners.
-
C.
Ingolstadt School of Management
Ingolstadt School of Management is a business and management faculty of the Catholic University of Eichstätt-Ingolstadt known for its programs in economics, business administration, and related fields.
-
D.
TUM School of Management
TUM School of Management is the business and management school of the Technical University of Munich, known for integrating management education with strong foundations in technology and engineering.
-
E.
Freiburg School
chosen
The Freiburg School was a group of German economists and legal scholars in the early 20th century that developed ordoliberalism, advocating a strong legal framework to ensure competitive markets and prevent economic power concentration.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82efbce081908179b4b9c65096eb |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb8bf5adc81908c862b75053dd8f1 |
completed | April 2, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257fe0e348190b55fbd38e21cff7c |
completed | April 5, 2026, 12:39 p.m. |
Created at: March 30, 2026, 8:49 p.m.