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.