Triple

T9339149
Position Surface form Disambiguated ID Type / Status
Subject Battle of Lechfeld (955) E224720 entity
Predicate partOf P40 FINISHED
Object Hungarian invasions of Europe
The Hungarian invasions of Europe were a series of 9th–10th century raids and military campaigns by the early Magyars into Central, Western, and Southern Europe that profoundly impacted the political and military development of medieval European states.
E326668 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: Hungarian invasions of Europe | Statement: [Battle of Lechfeld (955), partOf, Hungarian invasions of Europe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hungarian invasions of Europe
Context triple: [Battle of Lechfeld (955), partOf, Hungarian invasions of Europe]
  • A. Hungarian conquest of the Carpathian Basin
    The Hungarian conquest of the Carpathian Basin was the late 9th-century migration and military campaign through which the Magyar tribes occupied and established their homeland in Central Europe, laying the foundations of the medieval Kingdom of Hungary.
  • B. Mongol invasion of Hungary
    The Mongol invasion of Hungary was a devastating 13th-century military campaign in 1241–1242 during which Mongol forces ravaged the Kingdom of Hungary, causing massive destruction and loss of life before abruptly withdrawing.
  • C. Mongol invasions of Europe
    The Mongol invasions of Europe were a series of 13th-century military campaigns in which Mongol armies devastated and conquered large parts of Eastern and Central Europe, profoundly impacting the region’s political and social landscape.
  • D. Mongol invasion of Poland
    The Mongol invasion of Poland was a 13th-century military campaign in which Mongol forces devastated Polish territories, sacked major cities, and defeated local armies as part of their wider expansion into Europe.
  • E. Wars against the Cumans
    The Wars against the Cumans were a series of medieval military campaigns in which Kievan Rus', under rulers such as Vladimir II Monomakh, fought the nomadic Cuman tribes on the steppe frontiers of Eastern Europe.
  • 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: Hungarian invasions of Europe
Triple: [Battle of Lechfeld (955), partOf, Hungarian invasions of Europe]
Generated description
The Hungarian invasions of Europe were a series of 9th–10th century raids and military campaigns by the early Magyars into Central, Western, and Southern Europe that profoundly impacted the political and military development of medieval European states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hungarian invasions of Europe
Target entity description: The Hungarian invasions of Europe were a series of 9th–10th century raids and military campaigns by the early Magyars into Central, Western, and Southern Europe that profoundly impacted the political and military development of medieval European states.
  • A. Hungarian conquest of the Carpathian Basin chosen
    The Hungarian conquest of the Carpathian Basin was the late 9th-century migration and military campaign through which the Magyar tribes occupied and established their homeland in Central Europe, laying the foundations of the medieval Kingdom of Hungary.
  • B. Mongol invasion of Hungary
    The Mongol invasion of Hungary was a devastating 13th-century military campaign in 1241–1242 during which Mongol forces ravaged the Kingdom of Hungary, causing massive destruction and loss of life before abruptly withdrawing.
  • C. Mongol invasions of Europe
    The Mongol invasions of Europe were a series of 13th-century military campaigns in which Mongol armies devastated and conquered large parts of Eastern and Central Europe, profoundly impacting the region’s political and social landscape.
  • D. Mongol invasion of Poland
    The Mongol invasion of Poland was a 13th-century military campaign in which Mongol forces devastated Polish territories, sacked major cities, and defeated local armies as part of their wider expansion into Europe.
  • E. Wars against the Cumans
    The Wars against the Cumans were a series of medieval military campaigns in which Kievan Rus', under rulers such as Vladimir II Monomakh, fought the nomadic Cuman tribes on the steppe frontiers of Eastern Europe.
  • 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_69ca84286fcc81909f6e7fd7a7e862a2 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd4bace8488190a18c54e03be8410c completed April 1, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0e3ed7ffc819090f3706a8be4cbfa completed April 4, 2026, 10:11 a.m.
NEDg Description generation batch_69d0e502b68081909a9f9476421ba9b5 completed April 4, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69d0e5af7360819096c6295de0ce5f32 completed April 4, 2026, 10:19 a.m.
Created at: March 30, 2026, 7:40 p.m.