Triple

T5187044
Position Surface form Disambiguated ID Type / Status
Subject Army of the Principality of Wallachia E117057 entity
Predicate engagedIn P149 FINISHED
Object Ottoman–Wallachian wars
The Ottoman–Wallachian wars were a series of late medieval and early modern conflicts between the expanding Ottoman Empire and the principality of Wallachia, marked by notable resistance under rulers such as Vlad the Impaler.
E501892 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: Ottoman–Wallachian wars | Statement: [Army of the Principality of Wallachia, engagedIn, Ottoman–Wallachian wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ottoman–Wallachian wars
Context triple: [Army of the Principality of Wallachia, engagedIn, Ottoman–Wallachian wars]
  • A. Ottoman–Habsburg wars
    The Ottoman–Habsburg wars were a centuries-long series of military conflicts between the Ottoman Empire and the Habsburg Monarchy that shaped the balance of power in Central and Eastern Europe.
  • B. Ottoman–Venetian wars
    The Ottoman–Venetian wars were a series of protracted conflicts between the Ottoman Empire and the Republic of Venice, fought mainly over control of Mediterranean trade routes and strategic territories such as Cyprus, Crete, and parts of Greece.
  • C. Byzantine–Ottoman wars
    The Byzantine–Ottoman wars were a series of protracted conflicts between the Byzantine Empire and the rising Ottoman Empire that culminated in the fall of Constantinople in 1453 and the end of Byzantine rule.
  • D. 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.
  • E. Serbo-Bulgarian War
    The Serbo-Bulgarian War was a brief 1885 conflict in the Balkans between Serbia and the newly unified Bulgaria that helped establish Bulgaria’s military reputation and reshape regional power dynamics.
  • 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: Ottoman–Wallachian wars
Triple: [Army of the Principality of Wallachia, engagedIn, Ottoman–Wallachian wars]
Generated description
The Ottoman–Wallachian wars were a series of late medieval and early modern conflicts between the expanding Ottoman Empire and the principality of Wallachia, marked by notable resistance under rulers such as Vlad the Impaler.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ottoman–Wallachian wars
Target entity description: The Ottoman–Wallachian wars were a series of late medieval and early modern conflicts between the expanding Ottoman Empire and the principality of Wallachia, marked by notable resistance under rulers such as Vlad the Impaler.
  • A. Ottoman–Habsburg wars
    The Ottoman–Habsburg wars were a centuries-long series of military conflicts between the Ottoman Empire and the Habsburg Monarchy that shaped the balance of power in Central and Eastern Europe.
  • B. Ottoman–Venetian wars
    The Ottoman–Venetian wars were a series of protracted conflicts between the Ottoman Empire and the Republic of Venice, fought mainly over control of Mediterranean trade routes and strategic territories such as Cyprus, Crete, and parts of Greece.
  • C. Byzantine–Ottoman wars
    The Byzantine–Ottoman wars were a series of protracted conflicts between the Byzantine Empire and the rising Ottoman Empire that culminated in the fall of Constantinople in 1453 and the end of Byzantine rule.
  • D. 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.
  • E. Serbo-Bulgarian War
    The Serbo-Bulgarian War was a brief 1885 conflict in the Balkans between Serbia and the newly unified Bulgaria that helped establish Bulgaria’s military reputation and reshape regional power dynamics.
  • 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_69bd44620ff48190bcac01782107a397 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79c3e9e08190848be4208b72f310 completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee08807748190ae8f34a6e8875c15 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee66191dc8190847fe13f2cda0000 completed March 21, 2026, 6:41 p.m.
NED2 Entity disambiguation (via description) batch_69bee6e8bbcc819094f5f04743eb4013 completed March 21, 2026, 6:43 p.m.
Created at: March 20, 2026, 1:46 p.m.