Triple

T18729147
Position Surface form Disambiguated ID Type / Status
Subject Siege of Ravenna (1512) E457984 entity
Predicate precededBy P97 FINISHED
Object French advance into Romagna (1512)
The French advance into Romagna (1512) was a military campaign in northern Italy during the War of the League of Cambrai that set the stage for the bloody Battle and Siege of Ravenna.
E1340482 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: French advance into Romagna (1512) | Statement: [Siege of Ravenna (1512), precededBy, French advance into Romagna (1512)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French advance into Romagna (1512)
Context triple: [Siege of Ravenna (1512), precededBy, French advance into Romagna (1512)]
  • A. French conquest of Milan (1512)
    The French conquest of Milan in 1512 was a campaign during the Italian Wars in which France temporarily seized control of the Duchy of Milan before being driven out by a coalition of its rivals.
  • B. Holy Roman Empire campaigns in Italy
    Holy Roman Empire campaigns in Italy were a series of medieval and early modern military expeditions by German emperors seeking to assert imperial authority and influence over the Italian peninsula.
  • C. French invasion of Italy
    The French invasion of Italy was the 1494–1495 military campaign launched by King Charles VIII of France that initiated the Italian Wars and dramatically reshaped the political landscape of the Italian peninsula.
  • D. Siege of Ravenna (1512)
    The Siege of Ravenna (1512) was a military operation during the War of the League of Cambrai in which French forces besieged the strategically important Italian city of Ravenna shortly before the famous pitched battle fought nearby.
  • E. invasion of Italy (1494–1495)
    The invasion of Italy (1494–1495) was the campaign in which French king Charles VIII led his army into the Italian Peninsula, briefly seizing Naples and triggering the prolonged Italian Wars among Europe’s major powers.
  • 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: French advance into Romagna (1512)
Triple: [Siege of Ravenna (1512), precededBy, French advance into Romagna (1512)]
Generated description
The French advance into Romagna (1512) was a military campaign in northern Italy during the War of the League of Cambrai that set the stage for the bloody Battle and Siege of Ravenna.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French advance into Romagna (1512)
Target entity description: The French advance into Romagna (1512) was a military campaign in northern Italy during the War of the League of Cambrai that set the stage for the bloody Battle and Siege of Ravenna.
  • A. French conquest of Milan (1512)
    The French conquest of Milan in 1512 was a campaign during the Italian Wars in which France temporarily seized control of the Duchy of Milan before being driven out by a coalition of its rivals.
  • B. Holy Roman Empire campaigns in Italy
    Holy Roman Empire campaigns in Italy were a series of medieval and early modern military expeditions by German emperors seeking to assert imperial authority and influence over the Italian peninsula.
  • C. French invasion of Italy
    The French invasion of Italy was the 1494–1495 military campaign launched by King Charles VIII of France that initiated the Italian Wars and dramatically reshaped the political landscape of the Italian peninsula.
  • D. Siege of Ravenna (1512)
    The Siege of Ravenna (1512) was a military operation during the War of the League of Cambrai in which French forces besieged the strategically important Italian city of Ravenna shortly before the famous pitched battle fought nearby.
  • E. invasion of Italy (1494–1495)
    The invasion of Italy (1494–1495) was the campaign in which French king Charles VIII led his army into the Italian Peninsula, briefly seizing Naples and triggering the prolonged Italian Wars among Europe’s major powers.
  • 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_69d8d393ba9c8190a8b03b04ddbb0a09 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e56d7660488190b4f70db963d05ef6 completed April 20, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0532598228819097ddf87982b09854 completed May 14, 2026, 2:24 a.m.
NEDg Description generation batch_6a0535fcecac819095c873619ad67460 completed May 14, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_6a05365f70688190a73ce9f78f0efb8e completed May 14, 2026, 2:41 a.m.
Created at: April 10, 2026, 11:50 a.m.