Triple

T5396592
Position Surface form Disambiguated ID Type / Status
Subject The Art of War (Machiavelli) E120670 entity
Predicate otherInterlocutor P12142 FINISHED
Object Luigi Alamanni
Luigi Alamanni was a 16th-century Florentine poet, politician, and exile known for his satirical and didactic verse and his involvement in the intellectual and political life of Renaissance Italy and France.
E520977 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: Luigi Alamanni | Statement: [The Art of War (Machiavelli), otherInterlocutor, Luigi Alamanni]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luigi Alamanni
Context triple: [The Art of War (Machiavelli), otherInterlocutor, Luigi Alamanni]
  • A. Giandomenico Romagnosi
    Giandomenico Romagnosi was an Italian jurist, philosopher, and economist known for his influential role in the Milanese Enlightenment and his contributions to legal and political thought in early 19th-century Italy.
  • B. Lorenzo Brentano
    Lorenzo Brentano was a 19th-century German-American politician and lawyer who served as a U.S. Representative from Illinois and was active in liberal and revolutionary movements in Germany before emigrating to the United States.
  • C. Orazio Borgianni
    Orazio Borgianni was an Italian Baroque painter known for his dramatic use of light and shadow and for helping to spread Caravaggio’s stylistic innovations.
  • D. Filippo Bruno
    Filippo Bruno, better known as Giordano Bruno, was a 16th-century Italian philosopher, cosmologist, and Dominican friar whose advocacy of an infinite universe and challenge to Church doctrine led to his execution for heresy.
  • E. Paolo Almerico
    Paolo Almerico was a 16th-century Venetian cleric and patron who commissioned Andrea Palladio to build the renowned Villa Rotonda near Vicenza.
  • 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: Luigi Alamanni
Triple: [The Art of War (Machiavelli), otherInterlocutor, Luigi Alamanni]
Generated description
Luigi Alamanni was a 16th-century Florentine poet, politician, and exile known for his satirical and didactic verse and his involvement in the intellectual and political life of Renaissance Italy and France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luigi Alamanni
Target entity description: Luigi Alamanni was a 16th-century Florentine poet, politician, and exile known for his satirical and didactic verse and his involvement in the intellectual and political life of Renaissance Italy and France.
  • A. Giandomenico Romagnosi
    Giandomenico Romagnosi was an Italian jurist, philosopher, and economist known for his influential role in the Milanese Enlightenment and his contributions to legal and political thought in early 19th-century Italy.
  • B. Lorenzo Brentano
    Lorenzo Brentano was a 19th-century German-American politician and lawyer who served as a U.S. Representative from Illinois and was active in liberal and revolutionary movements in Germany before emigrating to the United States.
  • C. Orazio Borgianni
    Orazio Borgianni was an Italian Baroque painter known for his dramatic use of light and shadow and for helping to spread Caravaggio’s stylistic innovations.
  • D. Filippo Bruno
    Filippo Bruno, better known as Giordano Bruno, was a 16th-century Italian philosopher, cosmologist, and Dominican friar whose advocacy of an infinite universe and challenge to Church doctrine led to his execution for heresy.
  • E. Paolo Almerico
    Paolo Almerico was a 16th-century Venetian cleric and patron who commissioned Andrea Palladio to build the renowned Villa Rotonda near Vicenza.
  • 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_69bd4637b92c8190b815b6443ae4b323 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91ac1bf08190a9a575c9822de6cc completed March 20, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf411d608c8190a672e336e6f3954d completed March 22, 2026, 1:08 a.m.
NEDg Description generation batch_69bf4214143c8190a104c16ecd664a7d completed March 22, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf426f81f88190acfd2255599b3aeb completed March 22, 2026, 1:14 a.m.
Created at: March 20, 2026, 2:04 p.m.