Triple

T6282079
Position Surface form Disambiguated ID Type / Status
Subject Vannozza dei Cattanei E140803 entity
Predicate memberOf P10 FINISHED
Object Borgia circle
The Borgia circle was the influential network of family members, allies, and associates surrounding the powerful Renaissance Borgia dynasty in Italy.
E373554 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: Borgia circle | Statement: [Vannozza dei Cattanei, memberOf, Borgia circle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Borgia circle
Context triple: [Vannozza dei Cattanei, memberOf, Borgia circle]
  • A. Borgia family
    The Borgia family was a powerful and controversial noble dynasty of Spanish origin that rose to prominence in Italy during the Renaissance, producing two popes and becoming infamous for its political ambition, intrigue, and alleged corruption.
  • B. House of Borgia
    The House of Borgia was a powerful and controversial Italian-Spanish noble family of the Renaissance, notorious for its political ambition, alleged corruption, and influence over the papacy.
  • C. Giovanni Borgia
    Giovanni Borgia was a Renaissance-era nobleman of the powerful and controversial Borgia family, widely believed to be an illegitimate son of Pope Alexander VI.
  • D. Cesare Borgia
    Cesare Borgia was a powerful Italian nobleman, military leader, and political figure of the Renaissance whose ruthless ambition inspired Machiavelli’s "The Prince."
  • E. Gioffre Borgia
    Gioffre Borgia was a younger son of Pope Alexander VI and a member of the powerful and controversial Italian Renaissance Borgia family, known for his political marriages and noble titles in southern Italy.
  • 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: Borgia circle
Triple: [Vannozza dei Cattanei, memberOf, Borgia circle]
Generated description
The Borgia circle was the influential network of family members, allies, and associates surrounding the powerful Renaissance Borgia dynasty in Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Borgia circle
Target entity description: The Borgia circle was the influential network of family members, allies, and associates surrounding the powerful Renaissance Borgia dynasty in Italy.
  • A. Borgia family chosen
    The Borgia family was a powerful and controversial noble dynasty of Spanish origin that rose to prominence in Italy during the Renaissance, producing two popes and becoming infamous for its political ambition, intrigue, and alleged corruption.
  • B. House of Borgia
    The House of Borgia was a powerful and controversial Italian-Spanish noble family of the Renaissance, notorious for its political ambition, alleged corruption, and influence over the papacy.
  • C. Giovanni Borgia
    Giovanni Borgia was a Renaissance-era nobleman of the powerful and controversial Borgia family, widely believed to be an illegitimate son of Pope Alexander VI.
  • D. Cesare Borgia
    Cesare Borgia was a powerful Italian nobleman, military leader, and political figure of the Renaissance whose ruthless ambition inspired Machiavelli’s "The Prince."
  • E. Gioffre Borgia
    Gioffre Borgia was a younger son of Pope Alexander VI and a member of the powerful and controversial Italian Renaissance Borgia family, known for his political marriages and noble titles in southern Italy.
  • 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_69c008cd17c8819082b82d3fbeb68047 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063f956c08190ae0f198ccbd68b42 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e411332481908ffff37cad062cce completed March 27, 2026, 1:57 a.m.
NEDg Description generation batch_69c5f91ed43c81909b050767e96ef2cc completed March 27, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69c5f97c9c1c81908f63b53406dba7ed completed March 27, 2026, 3:29 a.m.
Created at: March 22, 2026, 4:26 p.m.