Triple
T3054889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Milan |
E60455
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object |
Roberto Maroni
Roberto Maroni was an Italian politician and lawyer who served as Interior Minister and leader of the right-wing Northern League party.
|
E323691
|
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: Roberto Maroni | Statement: [University of Milan, hasNotableAlumni, Roberto Maroni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roberto Maroni Context triple: [University of Milan, hasNotableAlumni, Roberto Maroni]
-
A.
Giancarlo Maroni
Giancarlo Maroni was an Italian architect best known for designing and overseeing the monumental lakeside estate and museum complex of the poet Gabriele D’Annunzio in Gardone Riviera.
-
B.
Massimo Cellino
Massimo Cellino is an Italian businessman and football executive best known for owning and leading several clubs, including Cagliari, Leeds United, and Brescia.
-
C.
Edoardo Bennato
Edoardo Bennato is an Italian singer-songwriter and rock musician known for his satirical lyrics and energetic style, who gained international recognition in part through his association with the 1990 FIFA World Cup.
-
D.
Alfio Caltabiano
Alfio Caltabiano was an Italian film director, actor, and stunt coordinator best known for his work in Spaghetti Westerns and action cinema.
-
E.
Stefano Maino
Stefano Maino was an Italian building contractor and the father of Sonia Gandhi, making him the maternal grandfather of Indian politician Rahul Gandhi.
- 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: Roberto Maroni Triple: [University of Milan, hasNotableAlumni, Roberto Maroni]
Generated description
Roberto Maroni was an Italian politician and lawyer who served as Interior Minister and leader of the right-wing Northern League party.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roberto Maroni Target entity description: Roberto Maroni was an Italian politician and lawyer who served as Interior Minister and leader of the right-wing Northern League party.
-
A.
Giancarlo Maroni
Giancarlo Maroni was an Italian architect best known for designing and overseeing the monumental lakeside estate and museum complex of the poet Gabriele D’Annunzio in Gardone Riviera.
-
B.
Massimo Cellino
Massimo Cellino is an Italian businessman and football executive best known for owning and leading several clubs, including Cagliari, Leeds United, and Brescia.
-
C.
Edoardo Bennato
Edoardo Bennato is an Italian singer-songwriter and rock musician known for his satirical lyrics and energetic style, who gained international recognition in part through his association with the 1990 FIFA World Cup.
-
D.
Alfio Caltabiano
Alfio Caltabiano was an Italian film director, actor, and stunt coordinator best known for his work in Spaghetti Westerns and action cinema.
-
E.
Stefano Maino
Stefano Maino was an Italian building contractor and the father of Sonia Gandhi, making him the maternal grandfather of Indian politician Rahul Gandhi.
- 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_69ad8578137c81908259dcb27c7d6d7c |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ad9bf6b9948190bc957bfd1579c471 |
completed | March 8, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1ef03425c8190a44486ab563c210f |
completed | March 11, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69b1f2d6e2008190adad44758e2d4766 |
completed | March 11, 2026, 10:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f34005c88190817c40dc30f99f14 |
completed | March 11, 2026, 10:57 p.m. |
Created at: March 8, 2026, 3:02 p.m.