Triple

T1826758
Position Surface form Disambiguated ID Type / Status
Subject Hungary in World War II E40670 entity
Predicate occupationEvent P3259 FINISHED
Object German occupation of Hungary
The German occupation of Hungary was the 1944 military takeover by Nazi Germany that ended Hungary’s relative autonomy, led to the installation of a pro-German government, and accelerated the deportation of Hungarian Jews during World War II.
E40670 NE FINISHED

How this triple was built (5 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: [Hungary in World War II, occupationEvent, German occupation of Hungary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German occupation of Hungary
Context triple: [Hungary in World War II, occupationEvent, German occupation of Hungary]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. German occupation of Ukraine
    The German occupation of Ukraine was the period during World War II when Nazi Germany controlled and administered large parts of Ukrainian territory, marked by brutal repression, mass atrocities, and significant resistance.
  • E. German occupation of the Baltic states
    The German occupation of the Baltic states was the period during World War II when Nazi Germany controlled Estonia, Latvia, and Lithuania, implementing harsh military rule, persecution, and genocide following the initial Soviet occupation.
  • 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: [Hungary in World War II, occupationEvent, German occupation of Hungary]
Generated description
The German occupation of Hungary was the 1944 military takeover by Nazi Germany that ended Hungary’s relative autonomy, led to the installation of a pro-German government, and accelerated the deportation of Hungarian Jews during World War II.
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 1944 military takeover by Nazi Germany that ended Hungary’s relative autonomy, led to the installation of a pro-German government, and accelerated the deportation of Hungarian Jews during World War II.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. German occupation of Ukraine
    The German occupation of Ukraine was the period during World War II when Nazi Germany controlled and administered large parts of Ukrainian territory, marked by brutal repression, mass atrocities, and significant resistance.
  • E. German occupation of the Baltic states
    The German occupation of the Baltic states was the period during World War II when Nazi Germany controlled Estonia, Latvia, and Lithuania, implementing harsh military rule, persecution, and genocide following the initial Soviet occupation.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: occupationEvent
Context triple: [Hungary in World War II, occupationEvent, German occupation of Hungary]
  • A. politicalEvent
    Indicates an occurrence related to political processes, activities, or changes involving governance, power, or public policy.
  • B. occupationOf
    Indicates that one entity holds or performs the job, role, or profession associated with another entity.
  • C. conquestEvent
    Indicates an event in which one party gains control over another entity or territory through force or domination.
  • D. occupationBegan
    Indicates the point in time when an entity started holding a particular occupation or job.
  • E. occupyingPower chosen
    Indicates that one entity holds military or political control over a territory that it does not legally own, typically as an occupying authority.
  • F. None of above.

Provenance (6 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_69a8864644bc8190b2358ab897194ac1 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb45402688190b9a535b14030c354 completed March 7, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf6b4bdc8190b53dbdc9c31e3685 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc07fff60819092b10dd0e417ac5a completed March 8, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69adc0fd79c48190864f53a90517edc6 completed March 8, 2026, 6:33 p.m.
PD Predicate disambiguation batch_69abafd6a9948190ac2b2743db6f8f69 completed March 7, 2026, 4:55 a.m.
Created at: March 4, 2026, 7:32 p.m.