Triple

T4518067
Position Surface form Disambiguated ID Type / Status
Subject Little War in Hungary E103200 entity
Predicate mainTheater P687 FINISHED
Object Hungarian–Ottoman frontier
The Hungarian–Ottoman frontier was the militarized border zone between the Habsburg Kingdom of Hungary and the Ottoman Empire, marked by frequent skirmishes, sieges, and shifting control from the 16th to 17th centuries.
E448588 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–Ottoman frontier | Statement: [Little War in Hungary, mainTheater, Hungarian–Ottoman frontier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hungarian–Ottoman frontier
Context triple: [Little War in Hungary, mainTheater, Hungarian–Ottoman frontier]
  • A. Transylvanian Military Frontier
    The Transylvanian Military Frontier was a militarized border zone of the Habsburg Monarchy in Transylvania, organized for defense against the Ottoman Empire and settled by communities with special military obligations.
  • B. Banat Military Frontier
    The Banat Military Frontier was a borderland district of the Habsburg Monarchy organized as a militarized buffer zone against the Ottoman Empire in the Banat region.
  • C. Szigetvár
    Szigetvár is a historic town in southern Hungary best known as the site of the 1566 siege where Ottoman Sultan Suleiman the Magnificent died during his campaign against the Habsburgs.
  • D. 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.
  • E. 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.
  • 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–Ottoman frontier
Triple: [Little War in Hungary, mainTheater, Hungarian–Ottoman frontier]
Generated description
The Hungarian–Ottoman frontier was the militarized border zone between the Habsburg Kingdom of Hungary and the Ottoman Empire, marked by frequent skirmishes, sieges, and shifting control from the 16th to 17th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hungarian–Ottoman frontier
Target entity description: The Hungarian–Ottoman frontier was the militarized border zone between the Habsburg Kingdom of Hungary and the Ottoman Empire, marked by frequent skirmishes, sieges, and shifting control from the 16th to 17th centuries.
  • A. Transylvanian Military Frontier
    The Transylvanian Military Frontier was a militarized border zone of the Habsburg Monarchy in Transylvania, organized for defense against the Ottoman Empire and settled by communities with special military obligations.
  • B. Banat Military Frontier
    The Banat Military Frontier was a borderland district of the Habsburg Monarchy organized as a militarized buffer zone against the Ottoman Empire in the Banat region.
  • C. Szigetvár
    Szigetvár is a historic town in southern Hungary best known as the site of the 1566 siege where Ottoman Sultan Suleiman the Magnificent died during his campaign against the Habsburgs.
  • D. 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.
  • E. 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.
  • 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_69bd43dba59881908cf59b31df8c7ae1 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd572933408190b67c4ef6a7babe75 completed March 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd7f981c4c8190b0ab4a73c70ebbc1 completed March 20, 2026, 5:10 p.m.
NEDg Description generation batch_69bd84bc88548190a856ddd108ef1495 completed March 20, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69bd854bb4408190b97fd3b7fbf4fcaf completed March 20, 2026, 5:35 p.m.
Created at: March 20, 2026, 1:02 p.m.