Triple

T5240217
Position Surface form Disambiguated ID Type / Status
Subject Marta Cartabia E118321 entity
Predicate employer P7 FINISHED
Object University of Milano-Bicocca
The University of Milano-Bicocca is a public research university in Milan, Italy, known for its strong programs in economics, science, and law.
E525762 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: University of Milano-Bicocca | Statement: [Marta Cartabia, employer, University of Milano-Bicocca]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Milano-Bicocca
Context triple: [Marta Cartabia, employer, University of Milano-Bicocca]
  • A. University of Milan
    The University of Milan is a major Italian public research university in Milan, renowned for its strong academic programs and scientific output.
  • B. University of Insubria
    The University of Insubria is an Italian public university with main campuses in Como and Varese, known for its programs in science, economics, law, and humanities.
  • C. University of Parma
    The University of Parma is one of Italy’s oldest universities, a historic higher education institution located in the city of Parma in the Emilia-Romagna region.
  • D. University of Trento
    The University of Trento is a public Italian university known for its strong research output and high international rankings, particularly in social sciences, engineering, and information technology.
  • E. University of Genoa
    The University of Genoa is a major Italian public research university, one of the country’s oldest, known for its programs in engineering, sciences, humanities, and maritime studies.
  • 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: University of Milano-Bicocca
Triple: [Marta Cartabia, employer, University of Milano-Bicocca]
Generated description
The University of Milano-Bicocca is a public research university in Milan, Italy, known for its strong programs in economics, science, and law.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Milano-Bicocca
Target entity description: The University of Milano-Bicocca is a public research university in Milan, Italy, known for its strong programs in economics, science, and law.
  • A. University of Milan
    The University of Milan is a major Italian public research university in Milan, renowned for its strong academic programs and scientific output.
  • B. University of Insubria
    The University of Insubria is an Italian public university with main campuses in Como and Varese, known for its programs in science, economics, law, and humanities.
  • C. University of Parma
    The University of Parma is one of Italy’s oldest universities, a historic higher education institution located in the city of Parma in the Emilia-Romagna region.
  • D. University of Trento
    The University of Trento is a public Italian university known for its strong research output and high international rankings, particularly in social sciences, engineering, and information technology.
  • E. University of Genoa
    The University of Genoa is a major Italian public research university, one of the country’s oldest, known for its programs in engineering, sciences, humanities, and maritime studies.
  • 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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b2a52fc8190a22631e1853c74a3 completed March 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf9adecb988190a5f289259cdd2f98 completed March 22, 2026, 7:31 a.m.
NEDg Description generation batch_69bf9ba80fc081908bbbf68489924692 completed March 22, 2026, 7:35 a.m.
NED2 Entity disambiguation (via description) batch_69bf9d1a93608190865176f01b904697 completed March 22, 2026, 7:41 a.m.
Created at: March 20, 2026, 1:49 p.m.