Triple

T8941924
Position Surface form Disambiguated ID Type / Status
Subject Carl Lutz E212921 entity
Predicate associatedWithEvent P37 FINISHED
Object German occupation of Hungary
The German occupation of Hungary was the World War II military takeover of Hungary by Nazi Germany in March 1944, which led to the rapid persecution and deportation of Hungarian Jews and significant political and social upheaval.
E40670 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: German occupation of Hungary | Statement: [Carl Lutz, associatedWithEvent, German occupation of Hungary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German occupation of Hungary
Context triple: [Carl Lutz, associatedWithEvent, German occupation of Hungary]
  • A. Romanian occupation of Hungary
    The Romanian occupation of Hungary was a post-World War I military intervention and subsequent control of Hungarian territory by Romanian forces, significantly shaping the region’s political and territorial settlement.
  • B. Hungary in World War II
    Hungary in World War II was a Central European Axis-aligned state that participated in major military campaigns on the Eastern Front, experienced occupation by Nazi Germany and later the Soviet Union, and saw significant territorial, political, and human losses.
  • C. German occupation of Czechoslovakia
    The German occupation of Czechoslovakia was the 1938–1939 takeover and subsequent control of Czech and Slovak territories by Nazi Germany, marking a key step in its expansion that led directly into World War II.
  • D. German occupation of Poland
    The German occupation of Poland was the period during World War II when Nazi Germany controlled Polish territory, marked by extreme repression, mass murder, and the systematic persecution and extermination of Jews and other targeted groups.
  • E. Hungarian invasion of Yugoslavia
    The Hungarian invasion of Yugoslavia was Hungary’s 1941 military campaign, coordinated with Nazi Germany and its allies, to occupy parts of northern Yugoslavia during World War II.
  • 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: German occupation of Hungary
Triple: [Carl Lutz, associatedWithEvent, German occupation of Hungary]
Generated description
The German occupation of Hungary was the World War II military takeover of Hungary by Nazi Germany in March 1944, which led to the rapid persecution and deportation of Hungarian Jews and significant political and social upheaval.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German occupation of Hungary
Target entity description: The German occupation of Hungary was the World War II military takeover of Hungary by Nazi Germany in March 1944, which led to the rapid persecution and deportation of Hungarian Jews and significant political and social upheaval.
  • A. Romanian occupation of Hungary
    The Romanian occupation of Hungary was a post-World War I military intervention and subsequent control of Hungarian territory by Romanian forces, significantly shaping the region’s political and territorial settlement.
  • B. Hungary in World War II chosen
    Hungary in World War II was a Central European Axis-aligned state that participated in major military campaigns on the Eastern Front, experienced occupation by Nazi Germany and later the Soviet Union, and saw significant territorial, political, and human losses.
  • C. German occupation of Czechoslovakia
    The German occupation of Czechoslovakia was the 1938–1939 takeover and subsequent control of Czech and Slovak territories by Nazi Germany, marking a key step in its expansion that led directly into World War II.
  • D. German occupation of Poland
    The German occupation of Poland was the period during World War II when Nazi Germany controlled Polish territory, marked by extreme repression, mass murder, and the systematic persecution and extermination of Jews and other targeted groups.
  • E. Hungarian invasion of Yugoslavia
    The Hungarian invasion of Yugoslavia was Hungary’s 1941 military campaign, coordinated with Nazi Germany and its allies, to occupy parts of northern Yugoslavia during World War II.
  • F. None of above.

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_69ca839694c88190b324ffeb43d23b08 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66b9c14c8190b80c3df0cdba2747 completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1f418708190b1272209f61e3a51 completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc25fdf3481909d9821f7728b0c5b completed April 3, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69cfc2e808408190b9bc44ed21fc67d9 completed April 3, 2026, 1:38 p.m.
Created at: March 30, 2026, 6:58 p.m.