Triple

T8345392
Position Surface form Disambiguated ID Type / Status
Subject Avar Khaganate E196021 entity
Predicate notableEvent P259 FINISHED
Object 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.
E731172 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: Avar–Byzantine wars | Statement: [Avar Khaganate, notableEvent, Avar–Byzantine wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Avar–Byzantine wars
Context triple: [Avar Khaganate, notableEvent, Avar–Byzantine 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. 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.
  • C. 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.
  • D. Arab–Byzantine wars
    The Arab–Byzantine wars were a series of protracted military conflicts between the early Islamic caliphates and the Byzantine Empire that shaped the political and religious landscape of the Eastern Mediterranean and Near East from the 7th to the 11th centuries.
  • E. 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.
  • 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: Avar–Byzantine wars
Triple: [Avar Khaganate, notableEvent, Avar–Byzantine wars]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Avar–Byzantine wars
Target entity description: 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.
  • 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. 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.
  • C. 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.
  • D. Arab–Byzantine wars
    The Arab–Byzantine wars were a series of protracted military conflicts between the early Islamic caliphates and the Byzantine Empire that shaped the political and religious landscape of the Eastern Mediterranean and Near East from the 7th to the 11th centuries.
  • E. 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.
  • 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_69ca82edd63c8190b876b8465464c5fa completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7feef7e8819084ca0441d146bac7 completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce029282988190ae1bf71302284029 completed April 2, 2026, 5:45 a.m.
NEDg Description generation batch_69ce077d8af0819082a7ea67a2c11ddd completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce082078108190867044f45bc0a806 completed April 2, 2026, 6:09 a.m.
Created at: March 30, 2026, 5:58 p.m.