Triple

T8345394
Position Surface form Disambiguated ID Type / Status
Subject Avar Khaganate E196021 entity
Predicate notableEvent P259 FINISHED
Object 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.
E728470 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: Frankish–Avar wars | Statement: [Avar Khaganate, notableEvent, Frankish–Avar wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frankish–Avar wars
Context triple: [Avar Khaganate, notableEvent, Frankish–Avar wars]
  • A. 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.
  • B. Frankish–Burgundian wars
    The Frankish–Burgundian wars were a series of early medieval military campaigns in which the expanding Frankish realms fought to dominate and eventually absorb the Kingdom of Burgundy in Western Europe.
  • C. Byzantine–Ostrogothic conflicts
    The Byzantine–Ostrogothic conflicts were a series of wars in the 6th century between the Eastern Roman (Byzantine) Empire and the Ostrogothic Kingdom in Italy, culminating in the Byzantine reconquest of the Italian peninsula.
  • D. Saxon Wars
    The Saxon Wars were a series of late 8th- and early 9th-century campaigns in which Charlemagne and the Frankish Empire fought to conquer and Christianize the pagan Saxon tribes in northern Germany.
  • E. Burgundian Wars
    The Burgundian Wars were a series of late 15th-century conflicts in which the Swiss Confederacy and its allies defeated the powerful Duchy of Burgundy, reshaping the political landscape of Western 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: Frankish–Avar wars
Triple: [Avar Khaganate, notableEvent, Frankish–Avar wars]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frankish–Avar wars
Target entity description: 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.
  • A. 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.
  • B. Frankish–Burgundian wars
    The Frankish–Burgundian wars were a series of early medieval military campaigns in which the expanding Frankish realms fought to dominate and eventually absorb the Kingdom of Burgundy in Western Europe.
  • C. Byzantine–Ostrogothic conflicts
    The Byzantine–Ostrogothic conflicts were a series of wars in the 6th century between the Eastern Roman (Byzantine) Empire and the Ostrogothic Kingdom in Italy, culminating in the Byzantine reconquest of the Italian peninsula.
  • D. Saxon Wars
    The Saxon Wars were a series of late 8th- and early 9th-century campaigns in which Charlemagne and the Frankish Empire fought to conquer and Christianize the pagan Saxon tribes in northern Germany.
  • E. Burgundian Wars
    The Burgundian Wars were a series of late 15th-century conflicts in which the Swiss Confederacy and its allies defeated the powerful Duchy of Burgundy, reshaping the political landscape of Western 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_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_69cdc73ccfb481908d0d189362404e09 completed April 2, 2026, 1:32 a.m.
NEDg Description generation batch_69cdcb90bec88190a2c19681405aa13e completed April 2, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69cdcd0fc9488190a0a576c385b9bc1f completed April 2, 2026, 1:57 a.m.
Created at: March 30, 2026, 5:58 p.m.