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.