Triple

T3879578
Position Surface form Disambiguated ID Type / Status
Subject Serbian Empire E92786 entity
Predicate partOfConflict P1406 FINISHED
Object Byzantine–Serbian wars
The Byzantine–Serbian wars were a series of medieval conflicts between the Byzantine Empire and the rising Serbian state that shaped the balance of power in the Balkans.
E395235 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: Byzantine–Serbian wars | Statement: [Serbian Empire, partOfConflict, Byzantine–Serbian wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Byzantine–Serbian wars
Context triple: [Serbian Empire, partOfConflict, Byzantine–Serbian wars]
  • A. Byzantine–Bulgarian wars
    The Byzantine–Bulgarian wars were a series of medieval conflicts between the Byzantine Empire and the Bulgarian states that shaped the political and territorial balance of power in the Balkans.
  • B. Lazic War
    The Lazic War was a protracted 6th-century conflict between the Eastern Roman (Byzantine) Empire and the Sasanian Persian Empire over control of the strategically vital kingdom of Lazica in the Caucasus region.
  • 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. 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.
  • E. Lombard–Byzantine wars
    The Lombard–Byzantine wars were a series of early medieval conflicts in Italy between the Germanic Lombards and the Eastern Roman (Byzantine) Empire over control of former Western Roman territories.
  • 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: Byzantine–Serbian wars
Triple: [Serbian Empire, partOfConflict, Byzantine–Serbian wars]
Generated description
The Byzantine–Serbian wars were a series of medieval conflicts between the Byzantine Empire and the rising Serbian state that shaped the balance of power in the Balkans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Byzantine–Serbian wars
Target entity description: The Byzantine–Serbian wars were a series of medieval conflicts between the Byzantine Empire and the rising Serbian state that shaped the balance of power in the Balkans.
  • A. Byzantine–Bulgarian wars
    The Byzantine–Bulgarian wars were a series of medieval conflicts between the Byzantine Empire and the Bulgarian states that shaped the political and territorial balance of power in the Balkans.
  • B. Lazic War
    The Lazic War was a protracted 6th-century conflict between the Eastern Roman (Byzantine) Empire and the Sasanian Persian Empire over control of the strategically vital kingdom of Lazica in the Caucasus region.
  • 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. 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.
  • E. Lombard–Byzantine wars
    The Lombard–Byzantine wars were a series of early medieval conflicts in Italy between the Germanic Lombards and the Eastern Roman (Byzantine) Empire over control of former Western Roman territories.
  • 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_69aed9697de0819087c2559295ff3d12 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeec7438808190b6c90fcb3000ebe9 completed March 9, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b512568ba48190a820fcda9b472701 completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b512d3e4ac8190834746b5b1a15fc4 completed March 14, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69b51339ee948190a7c9ab3c5eb106da completed March 14, 2026, 7:50 a.m.
Created at: March 9, 2026, 3:20 p.m.