Triple
T16800168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | History and Class Consciousness |
E408333
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object | Frankfurt School |
E36051
|
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: Frankfurt School | Statement: [History and Class Consciousness, influenced, Frankfurt School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frankfurt School Context triple: [History and Class Consciousness, influenced, Frankfurt School]
-
A.
Frankfurt School
chosen
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.
Freiburg School
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.
-
C.
Gothenburg School of Economics
Gothenburg School of Economics is a Swedish business school in Gothenburg known for training economists and business leaders, including notable industrialist Assar Gabrielsson.
-
D.
Mannheim school
The Mannheim school was an influential 18th-century group of composers and musicians centered around the Mannheim court orchestra, renowned for pioneering dynamic orchestral techniques and shaping the early Classical style.
-
E.
Heidelberg School of sociology
The Heidelberg School of sociology was an early 20th-century German sociological tradition centered at the University of Heidelberg, known for its cultural and historical approaches to social theory and its association with prominent scholars such as Alfred Weber.
- 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_69d88393905081908d00a86b99996ac8 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b2acd3548190a5f6ce7d1cf74117 |
completed | April 18, 2026, 4:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00ab1299ac81908e9f1eebc3424bb9 |
completed | May 10, 2026, 3:58 p.m. |
Created at: April 10, 2026, 5:22 a.m.