Triple
T4005527
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neo-Kantianism |
E89516
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Marburg School
The Marburg School was a prominent German philosophical movement of the late 19th and early 20th centuries, associated with thinkers like Hermann Cohen and Paul Natorp, that emphasized the role of scientific knowledge and logic in interpreting Kant’s philosophy.
|
E407489
|
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: Marburg School | Statement: [Neo-Kantianism, hasBranch, Marburg School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marburg School Context triple: [Neo-Kantianism, hasBranch, Marburg School]
-
A.
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.
-
B.
Raška school
Raška school is a medieval Serbian architectural style that blends Byzantine and Romanesque elements, characteristic of early Serbian Orthodox monasteries and churches.
-
C.
Collegium Novum
Collegium Novum is the main neo-Gothic administrative and ceremonial building of the Jagiellonian University in Kraków, Poland.
-
D.
Munich School of painting
The Munich School of painting was a 19th-century art movement centered in Munich, known for its dark tonal palette, dramatic realism, and strong academic training that influenced many international artists.
-
E.
School of Salamanca
The School of Salamanca was a 16th-century intellectual movement of theologians and jurists at the University of Salamanca who laid foundational ideas in international law, economics, and human rights within the framework of late Scholasticism.
- 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: Marburg School Triple: [Neo-Kantianism, hasBranch, Marburg School]
Generated description
The Marburg School was a prominent German philosophical movement of the late 19th and early 20th centuries, associated with thinkers like Hermann Cohen and Paul Natorp, that emphasized the role of scientific knowledge and logic in interpreting Kant’s philosophy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marburg School Target entity description: The Marburg School was a prominent German philosophical movement of the late 19th and early 20th centuries, associated with thinkers like Hermann Cohen and Paul Natorp, that emphasized the role of scientific knowledge and logic in interpreting Kant’s philosophy.
-
A.
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.
-
B.
Raška school
Raška school is a medieval Serbian architectural style that blends Byzantine and Romanesque elements, characteristic of early Serbian Orthodox monasteries and churches.
-
C.
Collegium Novum
Collegium Novum is the main neo-Gothic administrative and ceremonial building of the Jagiellonian University in Kraków, Poland.
-
D.
Munich School of painting
The Munich School of painting was a 19th-century art movement centered in Munich, known for its dark tonal palette, dramatic realism, and strong academic training that influenced many international artists.
-
E.
School of Salamanca
The School of Salamanca was a 16th-century intellectual movement of theologians and jurists at the University of Salamanca who laid foundational ideas in international law, economics, and human rights within the framework of late Scholasticism.
- 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_69aed9585e788190bec2d39deba3750f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa60c500819084fcba785b2bf801 |
completed | March 9, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c648d3c8190a85e5cdfb20f6044 |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b54cf3da208190aa844c9ea66354fe |
completed | March 14, 2026, 11:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55159dc288190a63d5f5164b73bbb |
completed | March 14, 2026, 12:15 p.m. |
Created at: March 9, 2026, 3:34 p.m.