Triple

T473662
Position Surface form Disambiguated ID Type / Status
Subject Rosa Luxemburg E9012 entity
Predicate doctoralThesis P6 FINISHED
Object The Industrial Development of Poland
The Industrial Development of Poland is Rosa Luxemburg’s influential doctoral dissertation analyzing the growth of capitalism and industrialization in Poland within the broader context of the Russian Empire.
E59044 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: The Industrial Development of Poland | Statement: [Rosa Luxemburg, doctoralThesis, The Industrial Development of Poland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Industrial Development of Poland
Context triple: [Rosa Luxemburg, doctoralThesis, The Industrial Development of Poland]
  • A. Poland-Lithuania in the early modern period
    Poland-Lithuania in the early modern period was a vast multiethnic commonwealth in Eastern Europe that became a major political power and a principal cultural, religious, and demographic center of Ashkenazi Jewry.
  • B. Chorzów Factory case
    The Chorzów Factory case was a landmark 1928 decision of the Permanent Court of International Justice that established the foundational principle of full reparation for internationally wrongful acts in international law.
  • C. Polish Underground State
    The Polish Underground State was a clandestine resistance and civil administration network in German-occupied Poland during World War II, coordinating military and political efforts against the occupiers while maintaining continuity of the prewar Polish government.
  • D. Third Reich economic bureaucracy
    The Third Reich economic bureaucracy was the network of Nazi government agencies and officials responsible for directing and coordinating Germany’s economic policy, industrial production, and resource allocation in support of the regime’s war and racial objectives.
  • E. Five-Year Plans for the National Economy of the Soviet Union
    The Five-Year Plans for the National Economy of the Soviet Union were a series of centralized, state-directed economic programs that rapidly industrialized the USSR and transformed its agrarian economy under communist rule.
  • 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: The Industrial Development of Poland
Triple: [Rosa Luxemburg, doctoralThesis, The Industrial Development of Poland]
Generated description
The Industrial Development of Poland is Rosa Luxemburg’s influential doctoral dissertation analyzing the growth of capitalism and industrialization in Poland within the broader context of the Russian Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Industrial Development of Poland
Target entity description: The Industrial Development of Poland is Rosa Luxemburg’s influential doctoral dissertation analyzing the growth of capitalism and industrialization in Poland within the broader context of the Russian Empire.
  • A. Poland-Lithuania in the early modern period
    Poland-Lithuania in the early modern period was a vast multiethnic commonwealth in Eastern Europe that became a major political power and a principal cultural, religious, and demographic center of Ashkenazi Jewry.
  • B. Chorzów Factory case
    The Chorzów Factory case was a landmark 1928 decision of the Permanent Court of International Justice that established the foundational principle of full reparation for internationally wrongful acts in international law.
  • C. Polish Underground State
    The Polish Underground State was a clandestine resistance and civil administration network in German-occupied Poland during World War II, coordinating military and political efforts against the occupiers while maintaining continuity of the prewar Polish government.
  • D. Third Reich economic bureaucracy
    The Third Reich economic bureaucracy was the network of Nazi government agencies and officials responsible for directing and coordinating Germany’s economic policy, industrial production, and resource allocation in support of the regime’s war and racial objectives.
  • E. Five-Year Plans for the National Economy of the Soviet Union
    The Five-Year Plans for the National Economy of the Soviet Union were a series of centralized, state-directed economic programs that rapidly industrialized the USSR and transformed its agrarian economy under communist rule.
  • 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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f0208c788190a96cdabcf593fda7 completed Feb. 28, 2026, 1:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69a462fd1768819098ab8e2d7aff050e completed March 1, 2026, 4:02 p.m.
NEDg Description generation batch_69a463be99dc8190937bd91b3246396c completed March 1, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69a4645b91e081908469658c73ca0ee2 completed March 1, 2026, 4:07 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.