Triple

T14637160
Position Surface form Disambiguated ID Type / Status
Subject Roberto Saviano E343636 entity
Predicate employer P7 FINISHED
Object L’Espresso
L’Espresso is a prominent Italian weekly news magazine known for its investigative journalism and critical political and cultural commentary.
 E1109976 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: L’Espresso | Statement: [Roberto Saviano, employer, L’Espresso]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: L’Espresso
Context triple: [Roberto Saviano, employer, L’Espresso]
  • A. La Stampa
    La Stampa is one of Italy’s major daily newspapers, based in Turin and known for its national and international news coverage.
  • B. Corriere della Sera
    Corriere della Sera is one of Italy’s oldest and most influential daily newspapers, headquartered in Milan and known for its national and international news coverage.
  • C. Mondadori
    Mondadori is one of Italy’s largest and most influential publishing houses, known for its extensive catalog of books and magazines.
  • D. Il Giornale
    Il Giornale is a major Italian daily newspaper known for its conservative editorial stance and close association with former Prime Minister Silvio Berlusconi.
  • E. L’Express
    L’Express is a major French weekly news magazine known for its political and intellectual commentary.
  • 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: L’Espresso
Triple: [Roberto Saviano, employer, L’Espresso]
Generated description
L’Espresso is a prominent Italian weekly news magazine known for its investigative journalism and critical political and cultural commentary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: L’Espresso
Target entity description: L’Espresso is a prominent Italian weekly news magazine known for its investigative journalism and critical political and cultural commentary.
  • A. La Stampa
    La Stampa is one of Italy’s major daily newspapers, based in Turin and known for its national and international news coverage.
  • B. Corriere della Sera
    Corriere della Sera is one of Italy’s oldest and most influential daily newspapers, headquartered in Milan and known for its national and international news coverage.
  • C. Mondadori
    Mondadori is one of Italy’s largest and most influential publishing houses, known for its extensive catalog of books and magazines.
  • D. Il Giornale
    Il Giornale is a major Italian daily newspaper known for its conservative editorial stance and close association with former Prime Minister Silvio Berlusconi.
  • E. L’Express
    L’Express is a major French weekly news magazine known for its political and intellectual commentary.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4aca6448190adf1042dfbfef716 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda934ec3c81909eb3c3a54260436b completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb1ad32a4819088e5831f3d74ea4e completed May 8, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69fdb316479c81909343196bb89e5e57 completed May 8, 2026, 9:55 a.m.
Created at: April 10, 2026, 1:26 a.m.