Triple

T4455910
Position Surface form Disambiguated ID Type / Status
Subject Battle of Fornovo E97721 entity
Predicate commander P1061 FINISHED
Object Francesco II Gonzaga
Francesco II Gonzaga was the Marquess of Mantua and an Italian Renaissance nobleman and military leader renowned for his role in the Italian Wars.
E442202 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: Francesco II Gonzaga | Statement: [Battle of Fornovo, commander, Francesco II Gonzaga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francesco II Gonzaga
Context triple: [Battle of Fornovo, commander, Francesco II Gonzaga]
  • A. Antonio Ferrante Gonzaga
    Antonio Ferrante Gonzaga was an Italian nobleman of the Gonzaga family who ruled as Duke of Guastalla in the 17th century.
  • B. Ferdinando Carlo Gonzaga
    Ferdinando Carlo Gonzaga was an Italian nobleman of the House of Gonzaga who ruled as Duke of Guastalla in the 17th century.
  • C. Ferrante II Gonzaga
    Ferrante II Gonzaga was an Italian nobleman of the House of Gonzaga who ruled as Duke of Guastalla in the late Renaissance period.
  • D. Cesare II Gonzaga
    Cesare II Gonzaga was an Italian nobleman of the influential Gonzaga family who ruled as Duke in the small Lombard principality of Guastalla during the early modern period.
  • E. Giuseppe Gonzaga
    Giuseppe Gonzaga was an 18th-century Italian nobleman who served as the last Duke of Guastalla from the House of Gonzaga.
  • 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: Francesco II Gonzaga
Triple: [Battle of Fornovo, commander, Francesco II Gonzaga]
Generated description
Francesco II Gonzaga was the Marquess of Mantua and an Italian Renaissance nobleman and military leader renowned for his role in the Italian Wars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francesco II Gonzaga
Target entity description: Francesco II Gonzaga was the Marquess of Mantua and an Italian Renaissance nobleman and military leader renowned for his role in the Italian Wars.
  • A. Antonio Ferrante Gonzaga
    Antonio Ferrante Gonzaga was an Italian nobleman of the Gonzaga family who ruled as Duke of Guastalla in the 17th century.
  • B. Ferdinando Carlo Gonzaga
    Ferdinando Carlo Gonzaga was an Italian nobleman of the House of Gonzaga who ruled as Duke of Guastalla in the 17th century.
  • C. Ferrante II Gonzaga
    Ferrante II Gonzaga was an Italian nobleman of the House of Gonzaga who ruled as Duke of Guastalla in the late Renaissance period.
  • D. Cesare II Gonzaga
    Cesare II Gonzaga was an Italian nobleman of the influential Gonzaga family who ruled as Duke in the small Lombard principality of Guastalla during the early modern period.
  • E. Giuseppe Gonzaga
    Giuseppe Gonzaga was an 18th-century Italian nobleman who served as the last Duke of Guastalla from the House of Gonzaga.
  • 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_69b3454777808190b78aa9047ba1f018 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3564216b081908c41109100b36862 completed March 13, 2026, 12:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6282743e08190a2c84f3b80c6d260 completed March 15, 2026, 3:31 a.m.
NEDg Description generation batch_69b62af29d3c81908cb82d142c2a55a4 completed March 15, 2026, 3:43 a.m.
NED2 Entity disambiguation (via description) batch_69b62ba4d6c88190b4eaacd09a0b2b66 completed March 15, 2026, 3:46 a.m.
Created at: March 12, 2026, 11:33 p.m.