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.