Triple

T5347691
Position Surface form Disambiguated ID Type / Status
Subject White Guelphs E124095 entity
Predicate conflict P12 FINISHED
Object Guelph–Ghibelline conflict (Florentine phase)
The Guelph–Ghibelline conflict (Florentine phase) was a turbulent period in medieval Florence marked by intense factional struggles between rival political groups that shaped the city’s governance, alliances, and internal power dynamics.
E513281 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: Guelph–Ghibelline conflict (Florentine phase) | Statement: [White Guelphs, conflict, Guelph–Ghibelline conflict (Florentine phase)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guelph–Ghibelline conflict (Florentine phase)
Context triple: [White Guelphs, conflict, Guelph–Ghibelline conflict (Florentine phase)]
  • A. Siege of Florence (1529–1530)
    The Siege of Florence (1529–1530) was a major conflict in which Imperial and Papal forces besieged and ultimately defeated the last Florentine republic, leading to the restoration of Medici rule over the city.
  • B. Italian War of 1499–1504
    The Italian War of 1499–1504 was a major phase of the Italian Wars in which France and Spain fought for control of the Kingdom of Naples and other Italian territories, reshaping the political balance of the peninsula.
  • C. Lombard League
    The Lombard League was a medieval alliance of northern Italian city-states that united to resist and limit the authority of the Holy Roman Emperors in Italy.
  • D. Habsburg–Spanish conflicts in Italy
    The Habsburg–Spanish conflicts in Italy were a series of early 18th-century military struggles between Habsburg Austria and Bourbon Spain for dominance over Italian territories following the War of the Spanish Succession.
  • E. War of the Sicilian Vespers
    The War of the Sicilian Vespers was a late 13th-century conflict sparked by a popular uprising in Sicily against Angevin rule, leading to a protracted struggle for control of the island involving the Crown of Aragon and the Kingdom of Naples.
  • 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: Guelph–Ghibelline conflict (Florentine phase)
Triple: [White Guelphs, conflict, Guelph–Ghibelline conflict (Florentine phase)]
Generated description
The Guelph–Ghibelline conflict (Florentine phase) was a turbulent period in medieval Florence marked by intense factional struggles between rival political groups that shaped the city’s governance, alliances, and internal power dynamics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guelph–Ghibelline conflict (Florentine phase)
Target entity description: The Guelph–Ghibelline conflict (Florentine phase) was a turbulent period in medieval Florence marked by intense factional struggles between rival political groups that shaped the city’s governance, alliances, and internal power dynamics.
  • A. Siege of Florence (1529–1530)
    The Siege of Florence (1529–1530) was a major conflict in which Imperial and Papal forces besieged and ultimately defeated the last Florentine republic, leading to the restoration of Medici rule over the city.
  • B. Italian War of 1499–1504
    The Italian War of 1499–1504 was a major phase of the Italian Wars in which France and Spain fought for control of the Kingdom of Naples and other Italian territories, reshaping the political balance of the peninsula.
  • C. Lombard League
    The Lombard League was a medieval alliance of northern Italian city-states that united to resist and limit the authority of the Holy Roman Emperors in Italy.
  • D. Habsburg–Spanish conflicts in Italy
    The Habsburg–Spanish conflicts in Italy were a series of early 18th-century military struggles between Habsburg Austria and Bourbon Spain for dominance over Italian territories following the War of the Spanish Succession.
  • E. War of the Sicilian Vespers
    The War of the Sicilian Vespers was a late 13th-century conflict sparked by a popular uprising in Sicily against Angevin rule, leading to a protracted struggle for control of the island involving the Crown of Aragon and the Kingdom of Naples.
  • 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85ef75148190815461c2a49302e9 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21cd34a08190857dd960c12fec0c completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf227781bc819083b8aba59618cc46 completed March 21, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_69bf231d41848190b67de46bdbb38ab3 completed March 21, 2026, 11 p.m.
Created at: March 20, 2026, 2:01 p.m.