Triple

T16760066
Position Surface form Disambiguated ID Type / Status
Subject siege of Naples (1495–1496) E407316 entity
Predicate partOf P40 FINISHED
Object Italian War of 1494–1498
The Italian War of 1494–1498 was the opening conflict of the Italian Wars, sparked by French king Charles VIII’s invasion of Italy in a bid to claim the Kingdom of Naples, which drew in major European powers and reshaped the peninsula’s political landscape.
E424159 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: Italian War of 1494–1498 | Statement: [siege of Naples (1495–1496), partOf, Italian War of 1494–1498]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Italian War of 1494–1498
Context triple: [siege of Naples (1495–1496), partOf, Italian War of 1494–1498]
  • A. 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.
  • B. First Italian War (1494–1495)
    The First Italian War (1494–1495) was the opening campaign of the Italian Wars, in which France’s invasion of the Italian peninsula triggered a major European struggle for dominance over the rich and fragmented Italian states.
  • C. Italian War of 1508–1516
    The Italian War of 1508–1516 was a major phase of the early 16th-century struggle between the Habsburg and Valois dynasties for dominance in Italy and wider Europe.
  • D. Last Italian War
    The Last Italian War was the final major conflict of the Italian Wars, pitting France and its allies against the Habsburgs and their supporters for dominance in Italy and Western Europe in the mid-16th century.
  • E. War of Ferrara
    The War of Ferrara was a late 15th-century conflict in northern Italy, primarily between the Duchy of Ferrara and the Papal States (backed by Venice), over territorial control and political influence in the region.
  • 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: Italian War of 1494–1498
Triple: [siege of Naples (1495–1496), partOf, Italian War of 1494–1498]
Generated description
The Italian War of 1494–1498 was the opening conflict of the Italian Wars, sparked by French king Charles VIII’s invasion of Italy in a bid to claim the Kingdom of Naples, which drew in major European powers and reshaped the peninsula’s political landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Italian War of 1494–1498
Target entity description: The Italian War of 1494–1498 was the opening conflict of the Italian Wars, sparked by French king Charles VIII’s invasion of Italy in a bid to claim the Kingdom of Naples, which drew in major European powers and reshaped the peninsula’s political landscape.
  • A. 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.
  • B. First Italian War (1494–1495) chosen
    The First Italian War (1494–1495) was the opening campaign of the Italian Wars, in which France’s invasion of the Italian peninsula triggered a major European struggle for dominance over the rich and fragmented Italian states.
  • C. Italian War of 1508–1516
    The Italian War of 1508–1516 was a major phase of the early 16th-century struggle between the Habsburg and Valois dynasties for dominance in Italy and wider Europe.
  • D. Last Italian War
    The Last Italian War was the final major conflict of the Italian Wars, pitting France and its allies against the Habsburgs and their supporters for dominance in Italy and Western Europe in the mid-16th century.
  • E. War of Ferrara
    The War of Ferrara was a late 15th-century conflict in northern Italy, primarily between the Duchy of Ferrara and the Papal States (backed by Venice), over territorial control and political influence in the region.
  • F. None of above.

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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3abec638c81909d71ff452a4123c9 completed April 18, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfc0dcd081909f715e0f2aad67c7 completed May 10, 2026, 6:34 p.m.
NEDg Description generation batch_6a00d0780bd881909a9c820625cda9c3 completed May 10, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_6a00d1366f4c8190b5627f67402d96a0 completed May 10, 2026, 6:40 p.m.
Created at: April 10, 2026, 5:21 a.m.