Triple

T8570416
Position Surface form Disambiguated ID Type / Status
Subject Sant’Andrea, Mantua E202911 entity
Predicate commissionedBy P27 FINISHED
Object Ludovico III Gonzaga
Ludovico III Gonzaga was a 15th-century Marquis of Mantua and prominent Italian Renaissance patron who significantly shaped the city’s political and cultural life.
E744080 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: Ludovico III Gonzaga | Statement: [Sant’Andrea, Mantua, commissionedBy, Ludovico III Gonzaga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ludovico III Gonzaga
Context triple: [Sant’Andrea, Mantua, commissionedBy, Ludovico III Gonzaga]
  • A. 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.
  • B. Francesco IV Gonzaga
    Francesco IV Gonzaga was an Italian nobleman of the Gonzaga family, heir to the Duchy of Mantua, known for his patronage of early Baroque music and the arts.
  • C. Vincenzo I Gonzaga
    Vincenzo I Gonzaga was a late 16th- and early 17th-century Duke of Mantua and Montferrat, known as a prominent Italian Renaissance prince and patron of the arts.
  • D. 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.
  • E. Antonio Ferrante Gonzaga
    Antonio Ferrante Gonzaga was an Italian nobleman of the Gonzaga family who ruled as Duke of Guastalla in the 17th century.
  • 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: Ludovico III Gonzaga
Triple: [Sant’Andrea, Mantua, commissionedBy, Ludovico III Gonzaga]
Generated description
Ludovico III Gonzaga was a 15th-century Marquis of Mantua and prominent Italian Renaissance patron who significantly shaped the city’s political and cultural life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ludovico III Gonzaga
Target entity description: Ludovico III Gonzaga was a 15th-century Marquis of Mantua and prominent Italian Renaissance patron who significantly shaped the city’s political and cultural life.
  • A. 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.
  • B. Francesco IV Gonzaga
    Francesco IV Gonzaga was an Italian nobleman of the Gonzaga family, heir to the Duchy of Mantua, known for his patronage of early Baroque music and the arts.
  • C. Vincenzo I Gonzaga
    Vincenzo I Gonzaga was a late 16th- and early 17th-century Duke of Mantua and Montferrat, known as a prominent Italian Renaissance prince and patron of the arts.
  • D. 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.
  • E. Antonio Ferrante Gonzaga
    Antonio Ferrante Gonzaga was an Italian nobleman of the Gonzaga family who ruled as Duke of Guastalla in the 17th century.
  • 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_69ca8327b0a881908606ff860713964d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbea4091f48190b5174d7a5cfd2bd8 completed March 31, 2026, 3:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce8983bd3c819094457b5160bc928d completed April 2, 2026, 3:21 p.m.
NEDg Description generation batch_69ce8ac1dba48190bbad47a762130aab completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8eae70008190b2c7bbe4ce8d4c0a completed April 2, 2026, 3:43 p.m.
Created at: March 30, 2026, 6:21 p.m.