Triple

T15001937
Position Surface form Disambiguated ID Type / Status
Subject Byzantine–Latin conflicts E374111 entity
Predicate significantEvent P259 FINISHED
Object 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.
 E1132126 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–Hungarian wars | Statement: [Byzantine–Latin conflicts, significantEvent, Byzantine–Hungarian wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Byzantine–Hungarian wars
Context triple: [Byzantine–Latin conflicts, significantEvent, Byzantine–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. Bulgarian–Hungarian wars
    The Bulgarian–Hungarian wars were a series of medieval military conflicts between the Kingdom of Hungary and the Bulgarian Empire over control of territories in the Balkans.
  • C. 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.
  • D. Avar–Byzantine wars
    The Avar–Byzantine wars were a series of protracted conflicts between the Avar Khaganate and the Byzantine Empire in the 6th–7th centuries, significantly shaping the political and military landscape of the Balkans.
  • E. 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.
  • 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–Hungarian wars
Triple: [Byzantine–Latin conflicts, significantEvent, Byzantine–Hungarian wars]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Byzantine–Hungarian wars
Target entity description: 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.
  • 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. Bulgarian–Hungarian wars
    The Bulgarian–Hungarian wars were a series of medieval military conflicts between the Kingdom of Hungary and the Bulgarian Empire over control of territories in the Balkans.
  • C. 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.
  • D. Avar–Byzantine wars
    The Avar–Byzantine wars were a series of protracted conflicts between the Avar Khaganate and the Byzantine Empire in the 6th–7th centuries, significantly shaping the political and military landscape of the Balkans.
  • E. 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.
  • 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_69d85ccc84388190aa151e5173370c8d completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded72fec948190b1c9705538c57976 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe969e2d888190afbb9c8fd8a707c8 completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe98bf505c819089740180a763db34 completed May 9, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69fe9aab47888190812ff9732380e124 completed May 9, 2026, 2:23 a.m.
Created at: April 10, 2026, 2:54 a.m.