Triple
T1331163
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swarm (television series) |
E28645
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object |
Lorenzo Izzo
Lorenza Izzo is a Chilean actress and model known for her roles in films such as "Knock Knock" and "The Green Inferno" as well as various television projects.
|
E227418
|
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: Lorenzo Izzo | Statement: [Swarm (television series), castMember, Lorenzo Izzo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lorenzo Izzo Context triple: [Swarm (television series), castMember, Lorenzo Izzo]
-
A.
Paolo Riccio
Paolo Riccio was a 16th-century Jewish convert to Christianity, scholar, and theologian known for his influential writings that integrated Christian theology with Kabbalistic thought.
-
B.
Giovanni Molari
Giovanni Molari is an Italian academic and engineer who serves as rector of the historic University of Bologna.
-
C.
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.
-
D.
Franco Antonicelli
Franco Antonicelli was an Italian intellectual, publisher, and anti-fascist activist known for promoting important 20th-century literature and political thought.
-
E.
Luca Dotti
Luca Dotti is an Italian author and graphic designer best known as the younger son of iconic actress Audrey Hepburn and Italian psychiatrist Andrea Dotti.
- 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: Lorenzo Izzo Triple: [Swarm (television series), castMember, Lorenzo Izzo]
Generated description
Lorenza Izzo is a Chilean actress and model known for her roles in films such as "Knock Knock" and "The Green Inferno" as well as various television projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lorenzo Izzo Target entity description: Lorenza Izzo is a Chilean actress and model known for her roles in films such as "Knock Knock" and "The Green Inferno" as well as various television projects.
-
A.
Paolo Riccio
Paolo Riccio was a 16th-century Jewish convert to Christianity, scholar, and theologian known for his influential writings that integrated Christian theology with Kabbalistic thought.
-
B.
Giovanni Molari
Giovanni Molari is an Italian academic and engineer who serves as rector of the historic University of Bologna.
-
C.
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.
-
D.
Franco Antonicelli
Franco Antonicelli was an Italian intellectual, publisher, and anti-fascist activist known for promoting important 20th-century literature and political thought.
-
E.
Luca Dotti
Luca Dotti is an Italian author and graphic designer best known as the younger son of iconic actress Audrey Hepburn and Italian psychiatrist Andrea Dotti.
- 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_69a498561a508190a3e1bc137c2b866a |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1c5f86c819098e98b046968954a |
completed | March 1, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1fae5aa08190b6aa50b543a175b8 |
completed | March 9, 2026, 1:17 a.m. |
| NEDg | Description generation | batch_69ae204fe6148190915219beb27128bc |
completed | March 9, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae20d09c748190aebbfb88f0eedbaa |
completed | March 9, 2026, 1:22 a.m. |
Created at: March 1, 2026, 7:55 p.m.