Triple

T10370647
Position Surface form Disambiguated ID Type / Status
Subject Byzantine–Visigothic conflicts E244372 entity
Predicate hasKeyEvent P811 FINISHED
Object Visigothic campaigns of Leovigild against Byzantine-held cities
The Visigothic campaigns of Leovigild against Byzantine-held cities were a series of late 6th-century military offensives by the Visigothic king Leovigild aimed at expelling Eastern Roman (Byzantine) forces from their enclaves in the Iberian Peninsula and consolidating Visigothic control.
 E244372 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Visigothic campaigns of Leovigild against Byzantine-held cities | Statement: [Byzantine–Visigothic conflicts, hasKeyEvent, Visigothic campaigns of Leovigild against Byzantine-held cities]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Visigothic campaigns of Leovigild against Byzantine-held cities
Context triple: [Byzantine–Visigothic conflicts, hasKeyEvent, Visigothic campaigns of Leovigild against Byzantine-held cities]
  • A. Byzantine–Visigothic conflicts
    The Byzantine–Visigothic conflicts were a series of 6th–7th century wars in the Iberian Peninsula between the Eastern Roman (Byzantine) Empire and the Visigothic Kingdom over territorial control and regional dominance.
  • B. Visigothic–Roman conflicts
    The Visigothic–Roman conflicts were a series of late Roman Empire wars and tensions between the Visigothic tribes and Roman authorities that destabilized imperial control and culminated in events such as the 410 sack of Rome.
  • C. Franco–Visigothic conflicts
    The Franco–Visigothic conflicts were a series of early medieval wars in the 5th–6th centuries between the expanding Frankish kingdoms and the Visigothic realm in Gaul and Hispania, culminating in major shifts of power in Western Europe.
  • D. Frankish campaigns in Septimania
    Frankish campaigns in Septimania were a series of early medieval military expeditions by the Franks to seize control of the former Visigothic province of Septimania in what is now southern France.
  • E. Frankish–Umayyad conflicts in the Iberian Peninsula
    The Frankish–Umayyad conflicts in the Iberian Peninsula were a series of military and political struggles between the expanding Carolingian Frankish realm and the Muslim-ruled al-Andalus over control and influence in regions such as the Spanish March during the early Middle Ages.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Visigothic campaigns of Leovigild against Byzantine-held cities
Target entity description: The Visigothic campaigns of Leovigild against Byzantine-held cities were a series of late 6th-century military offensives by the Visigothic king Leovigild aimed at expelling Eastern Roman (Byzantine) forces from their enclaves in the Iberian Peninsula and consolidating Visigothic control.
  • A. Byzantine–Visigothic conflicts chosen
    The Byzantine–Visigothic conflicts were a series of 6th–7th century wars in the Iberian Peninsula between the Eastern Roman (Byzantine) Empire and the Visigothic Kingdom over territorial control and regional dominance.
  • B. Visigothic–Roman conflicts
    The Visigothic–Roman conflicts were a series of late Roman Empire wars and tensions between the Visigothic tribes and Roman authorities that destabilized imperial control and culminated in events such as the 410 sack of Rome.
  • C. Franco–Visigothic conflicts
    The Franco–Visigothic conflicts were a series of early medieval wars in the 5th–6th centuries between the expanding Frankish kingdoms and the Visigothic realm in Gaul and Hispania, culminating in major shifts of power in Western Europe.
  • D. Frankish campaigns in Septimania
    Frankish campaigns in Septimania were a series of early medieval military expeditions by the Franks to seize control of the former Visigothic province of Septimania in what is now southern France.
  • E. Frankish–Umayyad conflicts in the Iberian Peninsula
    The Frankish–Umayyad conflicts in the Iberian Peninsula were a series of military and political struggles between the expanding Carolingian Frankish realm and the Muslim-ruled al-Andalus over control and influence in regions such as the Spanish March during the early Middle Ages.
  • F. None of above.

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Visigothic campaigns of Leovigild against Byzantine-held cities
Triple: [Byzantine–Visigothic conflicts, hasKeyEvent, Visigothic campaigns of Leovigild against Byzantine-held cities]
Generated description
The Visigothic campaigns of Leovigild against Byzantine-held cities were a series of late 6th-century military offensives by the Visigothic king Leovigild aimed at expelling Eastern Roman (Byzantine) forces from their enclaves in the Iberian Peninsula and consolidating Visigothic control.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d381b3e328819094b23b8edcd29b5a elicitation completed
NER batch_69d4e9737cfc81909d6302bd4177d186 ner completed
NED1 batch_69d7955bb0ec8190b4d1da4af981436a ned_source_triple completed
NED2 batch_69d7e5fc6a008190b2a2326840074b53 ned_description completed
NEDg batch_69d7bdde34408190a047ede29b91e182 nedg completed
Created at: April 6, 2026, 12:01 p.m.