Triple

T6282106
Position Surface form Disambiguated ID Type / Status
Subject Cesare Borgia E140804 entity
Predicate child P120 FINISHED
Object Louise Borgia
Louise Borgia was the illegitimate daughter of Italian nobleman and military leader Cesare Borgia, born into the powerful and controversial Borgia family during the Renaissance.
E590754 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: Louise Borgia | Statement: [Cesare Borgia, child, Louise Borgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louise Borgia
Context triple: [Cesare Borgia, child, Louise Borgia]
  • A. Lucrezia Borgia
    Lucrezia Borgia was a prominent Italian noblewoman of the Renaissance, famed for her political marriages, rumored intrigues, and enduring legend as a symbol of the power and scandal surrounding the Borgia family.
  • B. Beatrice of Naples
    Beatrice of Naples was a 15th-century Neapolitan princess who became queen consort of Hungary and later of Bohemia through her politically significant marriages.
  • C. Giovanna of Savoy
    Giovanna of Savoy was an Italian princess who became Tsaritsa (Queen) of Bulgaria as the wife of Tsar Boris III.
  • D. Bianca Maria Sforza
    Bianca Maria Sforza was an Italian noblewoman of the powerful Sforza family who became Holy Roman Empress through her marriage to Emperor Maximilian I.
  • E. Leonora of Naples
    Leonora of Naples was a Neapolitan princess of the 15th century, daughter of King Ferdinand I of Naples and a member of the influential Trastámara dynasty 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: Louise Borgia
Triple: [Cesare Borgia, child, Louise Borgia]
Generated description
Louise Borgia was the illegitimate daughter of Italian nobleman and military leader Cesare Borgia, born into the powerful and controversial Borgia family during the Renaissance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louise Borgia
Target entity description: Louise Borgia was the illegitimate daughter of Italian nobleman and military leader Cesare Borgia, born into the powerful and controversial Borgia family during the Renaissance.
  • A. Lucrezia Borgia
    Lucrezia Borgia was a prominent Italian noblewoman of the Renaissance, famed for her political marriages, rumored intrigues, and enduring legend as a symbol of the power and scandal surrounding the Borgia family.
  • B. Beatrice of Naples
    Beatrice of Naples was a 15th-century Neapolitan princess who became queen consort of Hungary and later of Bohemia through her politically significant marriages.
  • C. Giovanna of Savoy
    Giovanna of Savoy was an Italian princess who became Tsaritsa (Queen) of Bulgaria as the wife of Tsar Boris III.
  • D. Bianca Maria Sforza
    Bianca Maria Sforza was an Italian noblewoman of the powerful Sforza family who became Holy Roman Empress through her marriage to Emperor Maximilian I.
  • E. Leonora of Naples
    Leonora of Naples was a Neapolitan princess of the 15th century, daughter of King Ferdinand I of Naples and a member of the influential Trastámara dynasty in southern Italy.
  • 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_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_69c6385c26f08190952d810a82b9236f completed March 27, 2026, 7:57 a.m.
NEDg Description generation batch_69c63b8ef91881909aa61754c123ac24 completed March 27, 2026, 8:10 a.m.
NED2 Entity disambiguation (via description) batch_69c63c067c648190b6f4ac822d038900 completed March 27, 2026, 8:12 a.m.
Created at: March 22, 2026, 4:26 p.m.