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.