Triple
T3997172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gonzalo Fernández de Córdoba |
E87125
|
entity |
| Predicate | notableBattle |
P259
|
FINISHED |
| Object |
siege of Naples (1495–1496)
The siege of Naples (1495–1496) was a key campaign of the Italian Wars in which Spanish forces under Gonzalo Fernández de Córdoba helped wrest control of the city from the French, cementing Spain’s rising influence in Italy.
|
E407316
|
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: siege of Naples (1495–1496) | Statement: [Gonzalo Fernández de Córdoba, notableBattle, siege of Naples (1495–1496)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: siege of Naples (1495–1496) Context triple: [Gonzalo Fernández de Córdoba, notableBattle, siege of Naples (1495–1496)]
-
A.
Siege of Naples (1528)
The Siege of Naples (1528) was a major military operation during the Italian Wars in which French and allied forces unsuccessfully attempted to wrest control of Naples from the Habsburg Empire.
-
B.
Aragonese conquest of Naples
The Aragonese conquest of Naples was a 15th-century military campaign in which the Crown of Aragon seized control of the Kingdom of Naples, establishing Aragonese rule in southern Italy.
-
C.
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.
-
D.
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.
-
E.
Italian War of 1551–1559
The Italian War of 1551–1559 was a major phase of the Italian Wars in which France and the Habsburgs, led by Spain and the Holy Roman Empire, fought for dominance in Italy and Western Europe, culminating in the Peace of Cateau-Cambrésis.
- 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: siege of Naples (1495–1496) Triple: [Gonzalo Fernández de Córdoba, notableBattle, siege of Naples (1495–1496)]
Generated description
The siege of Naples (1495–1496) was a key campaign of the Italian Wars in which Spanish forces under Gonzalo Fernández de Córdoba helped wrest control of the city from the French, cementing Spain’s rising influence in Italy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: siege of Naples (1495–1496) Target entity description: The siege of Naples (1495–1496) was a key campaign of the Italian Wars in which Spanish forces under Gonzalo Fernández de Córdoba helped wrest control of the city from the French, cementing Spain’s rising influence in Italy.
-
A.
Siege of Naples (1528)
The Siege of Naples (1528) was a major military operation during the Italian Wars in which French and allied forces unsuccessfully attempted to wrest control of Naples from the Habsburg Empire.
-
B.
Aragonese conquest of Naples
The Aragonese conquest of Naples was a 15th-century military campaign in which the Crown of Aragon seized control of the Kingdom of Naples, establishing Aragonese rule in southern Italy.
-
C.
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.
-
D.
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.
-
E.
Italian War of 1551–1559
The Italian War of 1551–1559 was a major phase of the Italian Wars in which France and the Habsburgs, led by Spain and the Holy Roman Empire, fought for dominance in Italy and Western Europe, culminating in the Peace of Cateau-Cambrésis.
- 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_69aed94118148190975e6aa4e554cde9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa228d608190b936a86c98c92ef2 |
completed | March 9, 2026, 4:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c54f05c8190b18c2d4839a61b64 |
completed | March 14, 2026, 11:53 a.m. |
| NEDg | Description generation | batch_69b54cf3da208190aa844c9ea66354fe |
completed | March 14, 2026, 11:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55159dc288190a63d5f5164b73bbb |
completed | March 14, 2026, 12:15 p.m. |
Created at: March 9, 2026, 3:34 p.m.