Triple
T5247779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ottoman territorial expansion |
E118506
|
entity |
| Predicate | hasKeyEvent |
P811
|
FINISHED |
| Object |
Conquest of Hungary central territories (16th century)
The Conquest of Hungary’s central territories in the 16th century was a major Ottoman military campaign that led to the long-term partition of the Kingdom of Hungary between the Ottoman Empire, the Habsburgs, and Transylvania.
|
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: Conquest of Hungary central territories (16th century) | Statement: [Ottoman territorial expansion, hasKeyEvent, Conquest of Hungary central territories (16th century)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Conquest of Hungary central territories (16th century) Context triple: [Ottoman territorial expansion, hasKeyEvent, Conquest of Hungary central territories (16th century)]
-
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.
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.
-
C.
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.
-
D.
Military Frontier (former Habsburg Monarchy)
The Military Frontier was a militarized borderland of the Habsburg Monarchy, organized as a buffer zone against the Ottoman Empire and inhabited by communities granted land in exchange for military service.
-
E.
War with Louis I of Hungary
The War with Louis I of Hungary was a 14th-century dynastic conflict over the Neapolitan throne, sparked by the contested rule of Queen Joanna I of Naples and the Hungarian king’s claim and military intervention.
- 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: Conquest of Hungary central territories (16th century) Triple: [Ottoman territorial expansion, hasKeyEvent, Conquest of Hungary central territories (16th century)]
Generated description
The Conquest of Hungary’s central territories in the 16th century was a major Ottoman military campaign that led to the long-term partition of the Kingdom of Hungary between the Ottoman Empire, the Habsburgs, and Transylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Conquest of Hungary central territories (16th century) Target entity description: The Conquest of Hungary’s central territories in the 16th century was a major Ottoman military campaign that led to the long-term partition of the Kingdom of Hungary between the Ottoman Empire, the Habsburgs, and Transylvania.
-
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.
Hungarian–Ottoman frontier
chosen
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.
-
C.
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.
-
D.
Military Frontier (former Habsburg Monarchy)
The Military Frontier was a militarized borderland of the Habsburg Monarchy, organized as a buffer zone against the Ottoman Empire and inhabited by communities granted land in exchange for military service.
-
E.
War with Louis I of Hungary
The War with Louis I of Hungary was a 14th-century dynastic conflict over the Neapolitan throne, sparked by the contested rule of Queen Joanna I of Naples and the Hungarian king’s claim and military intervention.
- 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_69bd4468aacc8190a8196f71855cdf4f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b77165c8190bd1ce8a197cef226 |
completed | March 20, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef836d158819092cdd22e0dbc9dae |
completed | March 21, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69bef8d1cc2c8190aa8cf712f14d0565 |
completed | March 21, 2026, 8 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef95e7ce48190a1ec2fc27ce37d00 |
completed | March 21, 2026, 8:02 p.m. |
Created at: March 20, 2026, 1:50 p.m.