Triple

T16549455
Position Surface form Disambiguated ID Type / Status
Subject Battle of Levounion E402030 entity
Predicate partOf P40 FINISHED
Object Byzantine–Pecheneg wars
The Byzantine–Pecheneg wars were a series of 11th-century conflicts between the Byzantine Empire and the nomadic Pecheneg tribes that culminated in decisive Byzantine victories securing the empire’s Balkan frontiers.
E1219400 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–Pecheneg wars | Statement: [Battle of Levounion, partOf, Byzantine–Pecheneg wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Byzantine–Pecheneg wars
Context triple: [Battle of Levounion, partOf, Byzantine–Pecheneg wars]
  • A. Rus'–Byzantine Wars
    The Rus'–Byzantine Wars were a series of military and diplomatic confrontations between the Kievan Rus' and the Byzantine Empire from the 9th to 11th centuries that shaped trade, religion, and political relations in Eastern Europe.
  • B. Pecheneg–Rus' conflicts
    The Pecheneg–Rus' conflicts were a series of medieval military confrontations between the Kievan Rus' principalities and the nomadic Pecheneg tribes on the Eurasian steppe frontier.
  • C. 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.
  • D. Frankish–Avar wars
    The Frankish–Avar wars were a series of late 8th- and early 9th-century military campaigns in which Charlemagne’s Frankish Empire decisively defeated the Avar Khaganate in Central Europe, leading to its collapse and the expansion of Frankish influence.
  • E. 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.
  • 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–Pecheneg wars
Triple: [Battle of Levounion, partOf, Byzantine–Pecheneg wars]
Generated description
The Byzantine–Pecheneg wars were a series of 11th-century conflicts between the Byzantine Empire and the nomadic Pecheneg tribes that culminated in decisive Byzantine victories securing the empire’s Balkan frontiers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Byzantine–Pecheneg wars
Target entity description: The Byzantine–Pecheneg wars were a series of 11th-century conflicts between the Byzantine Empire and the nomadic Pecheneg tribes that culminated in decisive Byzantine victories securing the empire’s Balkan frontiers.
  • A. Rus'–Byzantine Wars
    The Rus'–Byzantine Wars were a series of military and diplomatic confrontations between the Kievan Rus' and the Byzantine Empire from the 9th to 11th centuries that shaped trade, religion, and political relations in Eastern Europe.
  • B. Pecheneg–Rus' conflicts
    The Pecheneg–Rus' conflicts were a series of medieval military confrontations between the Kievan Rus' principalities and the nomadic Pecheneg tribes on the Eurasian steppe frontier.
  • C. 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.
  • D. Frankish–Avar wars
    The Frankish–Avar wars were a series of late 8th- and early 9th-century military campaigns in which Charlemagne’s Frankish Empire decisively defeated the Avar Khaganate in Central Europe, leading to its collapse and the expansion of Frankish influence.
  • E. 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.
  • 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e34fc323a88190b5c2a34de0a3c7f0 completed April 18, 2026, 9:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067b6ca44819085145eb48356e7b4 completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a00687d228081909d0a39f2c23d4e4d completed May 10, 2026, 11:14 a.m.
NED2 Entity disambiguation (via description) batch_6a006907419881909e8f71714bbe054a completed May 10, 2026, 11:16 a.m.
Created at: April 10, 2026, 5:15 a.m.