Triple

T16383094
Position Surface form Disambiguated ID Type / Status
Subject Bosnian Kingdom E397855 entity
Predicate conflict P12 FINISHED
Object Bosnian–Hungarian wars
The Bosnian–Hungarian wars were a series of medieval military conflicts between the Kingdom of Bosnia and the Kingdom of Hungary over territorial control and regional dominance in the Balkans.
E1210197 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: Bosnian–Hungarian wars | Statement: [Bosnian Kingdom, conflict, Bosnian–Hungarian wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bosnian–Hungarian wars
Context triple: [Bosnian Kingdom, conflict, Bosnian–Hungarian wars]
  • A. Ottoman–Hungarian wars
    The Ottoman–Hungarian wars were a series of late medieval and early modern conflicts between the Kingdom of Hungary and the expanding Ottoman Empire that shaped the balance of power in Central and Southeastern Europe.
  • B. Byzantine–Hungarian wars
    The Byzantine–Hungarian wars were a series of medieval military conflicts between the Byzantine Empire and the Kingdom of Hungary over control of the Balkans and influence in Central and Eastern Europe.
  • C. Croatian War of Independence
    The Croatian War of Independence was a conflict from 1991 to 1995 in which Croatia fought to secede from Yugoslavia and resist Serb-controlled Yugoslav and local rebel forces, resulting in Croatia’s eventual international recognition and control over most of its territory.
  • D. Ottoman–Montenegrin conflicts
    The Ottoman–Montenegrin conflicts were a series of prolonged military and political struggles between the Ottoman Empire and the Montenegrin tribes and state, which shaped Montenegro’s territorial expansion and de facto independence in the Balkans.
  • E. Serbian–Ottoman wars
    The Serbian–Ottoman wars were a series of medieval and early modern conflicts between the Serbian states and the Ottoman Empire that culminated in the Ottoman conquest of Serbian territories in the Balkans.
  • 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: Bosnian–Hungarian wars
Triple: [Bosnian Kingdom, conflict, Bosnian–Hungarian wars]
Generated description
The Bosnian–Hungarian wars were a series of medieval military conflicts between the Kingdom of Bosnia and the Kingdom of Hungary over territorial control and regional dominance in the Balkans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bosnian–Hungarian wars
Target entity description: The Bosnian–Hungarian wars were a series of medieval military conflicts between the Kingdom of Bosnia and the Kingdom of Hungary over territorial control and regional dominance in the Balkans.
  • A. Ottoman–Hungarian wars
    The Ottoman–Hungarian wars were a series of late medieval and early modern conflicts between the Kingdom of Hungary and the expanding Ottoman Empire that shaped the balance of power in Central and Southeastern Europe.
  • B. Byzantine–Hungarian wars
    The Byzantine–Hungarian wars were a series of medieval military conflicts between the Byzantine Empire and the Kingdom of Hungary over control of the Balkans and influence in Central and Eastern Europe.
  • C. Croatian War of Independence
    The Croatian War of Independence was a conflict from 1991 to 1995 in which Croatia fought to secede from Yugoslavia and resist Serb-controlled Yugoslav and local rebel forces, resulting in Croatia’s eventual international recognition and control over most of its territory.
  • D. Ottoman–Montenegrin conflicts
    The Ottoman–Montenegrin conflicts were a series of prolonged military and political struggles between the Ottoman Empire and the Montenegrin tribes and state, which shaped Montenegro’s territorial expansion and de facto independence in the Balkans.
  • E. Serbian–Ottoman wars
    The Serbian–Ottoman wars were a series of medieval and early modern conflicts between the Serbian states and the Ottoman Empire that culminated in the Ottoman conquest of Serbian territories in the Balkans.
  • 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319ddcef08190a2081855b5cf6762 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00356b00408190beab51a23011be67 completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a00369391a08190bb5521e2fcc839c6 completed May 10, 2026, 7:41 a.m.
NED2 Entity disambiguation (via description) batch_6a00374326948190ae039bc689054387 completed May 10, 2026, 7:44 a.m.
Created at: April 10, 2026, 5:08 a.m.