Triple

T4983081
Position Surface form Disambiguated ID Type / Status
Subject Balbo E111934 entity
Predicate hasNotableBearer P458 FINISHED
Object Cesare Balbo
Cesare Balbo was a 19th-century Italian statesman, writer, and leading moderate liberal figure of the Risorgimento who advocated for constitutional monarchy and Italian independence.
 E659011 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: Cesare Balbo | Statement: [Balbo, hasNotableBearer, Cesare Balbo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cesare Balbo
Context triple: [Balbo, hasNotableBearer, Cesare Balbo]
  • A. Cesare Maria De Vecchi
    Cesare Maria De Vecchi was an Italian Fascist politician, squadrist leader, and one of the key organizers of the March on Rome who later served as a prominent official in Mussolini’s regime.
  • B. Luigi Cagni
    Luigi Cagni is an Italian football manager and former defender best known for coaching several Serie A and Serie B clubs, including successful spells with teams like Piacenza and Empoli.
  • C. Gianfranco Balbo
    Gianfranco Balbo is a prominent computer scientist recognized for his influential contributions to performance evaluation and computer systems modeling, honored with the ACM SIGMETRICS Achievement Award.
  • D. Ettore Bastico
    Ettore Bastico was an Italian army general and senior commander during World War II, known for his leadership roles in North Africa alongside Axis forces.
  • E. Carlo Cafiero
    Carlo Cafiero was a 19th-century Italian anarchist, revolutionary, and close associate of figures like Mikhail Bakunin, known for his role in the Italian anarchist movement and the First International.
  • 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: Cesare Balbo
Triple: [Balbo, hasNotableBearer, Cesare Balbo]
Generated description
Cesare Balbo was a 19th-century Italian statesman, writer, and leading moderate liberal figure of the Risorgimento who advocated for constitutional monarchy and Italian independence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cesare Balbo
Target entity description: Cesare Balbo was a 19th-century Italian statesman, writer, and leading moderate liberal figure of the Risorgimento who advocated for constitutional monarchy and Italian independence.
  • A. Cesare Maria De Vecchi
    Cesare Maria De Vecchi was an Italian Fascist politician, squadrist leader, and one of the key organizers of the March on Rome who later served as a prominent official in Mussolini’s regime.
  • B. Luigi Cagni
    Luigi Cagni is an Italian football manager and former defender best known for coaching several Serie A and Serie B clubs, including successful spells with teams like Piacenza and Empoli.
  • C. Gianfranco Balbo
    Gianfranco Balbo is a prominent computer scientist recognized for his influential contributions to performance evaluation and computer systems modeling, honored with the ACM SIGMETRICS Achievement Award.
  • D. Ettore Bastico
    Ettore Bastico was an Italian army general and senior commander during World War II, known for his leadership roles in North Africa alongside Axis forces.
  • E. Carlo Cafiero
    Carlo Cafiero was a 19th-century Italian anarchist, revolutionary, and close associate of figures like Mikhail Bakunin, known for his role in the Italian anarchist movement and the First International.
  • 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_69bd441adc208190b70a033a0741d01e completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd725489bc81908f660332e25f29cf completed March 20, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa512324819092e3a0b449cdb9ba completed March 28, 2026, 3:57 p.m.
NEDg Description generation batch_69c7fbbff6f081909b694dea7e572ec2 completed March 28, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_69c7fc2f66248190bac3fa24d530b938 completed March 28, 2026, 4:05 p.m.
Created at: March 20, 2026, 1:33 p.m.