Triple

T16279874
Position Surface form Disambiguated ID Type / Status
Subject Byzantine–Serbian wars E395235 entity
Predicate relatedTo P37 FINISHED
Object Byzantine civil wars
The Byzantine civil wars were a series of internal conflicts in the Byzantine Empire that weakened its political stability and military strength, often inviting foreign intervention and territorial losses.
E1203483 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 civil wars | Statement: [Byzantine–Serbian wars, relatedTo, Byzantine civil wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Byzantine civil wars
Context triple: [Byzantine–Serbian wars, relatedTo, Byzantine civil wars]
  • A. Byzantine civil war of 1341–1347
    The Byzantine civil war of 1341–1347 was a dynastic and ideological conflict that pitted rival aristocratic factions against each other and intertwined with the Hesychast controversy, contributing to the political and spiritual fragmentation of the late Byzantine Empire.
  • B. Byzantine civil war of 1352–1357
    The Byzantine civil war of 1352–1357 was a late Byzantine dynastic conflict that further weakened the empire politically and militarily, paving the way for increased Ottoman influence in the region.
  • C. 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.
  • D. 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.
  • E. Byzantine–Latin conflicts
    The Byzantine–Latin conflicts were a series of military and political struggles between the Byzantine Empire and Western European Latin powers, marked by crusader interventions, territorial disputes, and deep religious and cultural tensions.
  • 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 civil wars
Triple: [Byzantine–Serbian wars, relatedTo, Byzantine civil wars]
Generated description
The Byzantine civil wars were a series of internal conflicts in the Byzantine Empire that weakened its political stability and military strength, often inviting foreign intervention and territorial losses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Byzantine civil wars
Target entity description: The Byzantine civil wars were a series of internal conflicts in the Byzantine Empire that weakened its political stability and military strength, often inviting foreign intervention and territorial losses.
  • A. Byzantine civil war of 1341–1347
    The Byzantine civil war of 1341–1347 was a dynastic and ideological conflict that pitted rival aristocratic factions against each other and intertwined with the Hesychast controversy, contributing to the political and spiritual fragmentation of the late Byzantine Empire.
  • B. Byzantine civil war of 1352–1357
    The Byzantine civil war of 1352–1357 was a late Byzantine dynastic conflict that further weakened the empire politically and militarily, paving the way for increased Ottoman influence in the region.
  • C. 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.
  • D. 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.
  • E. Byzantine–Latin conflicts
    The Byzantine–Latin conflicts were a series of military and political struggles between the Byzantine Empire and Western European Latin powers, marked by crusader interventions, territorial disputes, and deep religious and cultural tensions.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24611926c81909b276ca3f406f15d completed April 17, 2026, 2:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017c48e5c8190a387a4158362417a completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a0018be4b8c8190b68001465b9af949 completed May 10, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_6a00198af20c819087cfa7d01b3afdec completed May 10, 2026, 5:37 a.m.
Created at: April 10, 2026, 5:05 a.m.