Triple
T10824564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leo Löwenthal |
E255460
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object | Frankfurt School of Social Research |
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 of Social Research | Statement: [Leo Löwenthal, affiliation, Frankfurt School of Social Research]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frankfurt School of Social Research Context triple: [Leo Löwenthal, affiliation, Frankfurt School of Social Research]
-
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.
Verein für Socialpolitik
The Verein für Socialpolitik is a prominent German-speaking association of economists known for shaping social and economic policy debates since the late 19th century.
-
C.
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.
-
D.
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.
-
E.
Max Weber Center for Advanced Cultural and Social Studies
The Max Weber Center for Advanced Cultural and Social Studies is an interdisciplinary research institute focused on comparative cultural and social science, particularly in the tradition of Max Weber’s sociology.
- 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_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d734cf7918819094d36ea208c80d12 |
completed | April 9, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69deb1096cbc81908f3eda562c2da042 |
completed | April 14, 2026, 9:26 p.m. |
Created at: April 8, 2026, 9:19 p.m.