Triple
T9953774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luigi’s Pizza |
E195394
|
entity |
| Predicate | owner |
P347
|
FINISHED |
| Object |
Luigi Risotto
Luigi Risotto is a recurring character on *The Simpsons*, portrayed as an Italian restaurateur and chef who runs the upscale Italian restaurant in Springfield.
|
E928478
|
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: Luigi Risotto | Statement: [Luigi’s Pizza, owner, Luigi Risotto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luigi Risotto Context triple: [Luigi’s Pizza, owner, Luigi Risotto]
-
A.
Francesco Cuoco
Francesco Cuoco is an individual notable enough to be recognized as a namesake of the surname Cuoco, though specific widely known biographical details about him are not clearly established.
-
B.
Carlo Salsa
Carlo Salsa was an Italian writer and journalist, known for his literary work and cultural influence, including helping to establish the prestigious Viareggio Prize.
-
C.
Luigi Grollo
Luigi Grollo was an Australian businessman and property developer best known for building Grocon into one of Australia’s largest privately owned construction companies.
-
D.
Gualtiero
Gualtiero is an Italian given name equivalent to the English name Walter.
-
E.
Luigi Rossi
Luigi Rossi is a notable Italian composer of the early Baroque era, recognized especially for his operas and cantatas.
- 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: Luigi Risotto Triple: [Luigi’s Pizza, owner, Luigi Risotto]
Generated description
Luigi Risotto is a recurring character on *The Simpsons*, portrayed as an Italian restaurateur and chef who runs the upscale Italian restaurant in Springfield.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luigi Risotto Target entity description: Luigi Risotto is a recurring character on *The Simpsons*, portrayed as an Italian restaurateur and chef who runs the upscale Italian restaurant in Springfield.
-
A.
Francesco Cuoco
Francesco Cuoco is an individual notable enough to be recognized as a namesake of the surname Cuoco, though specific widely known biographical details about him are not clearly established.
-
B.
Carlo Salsa
Carlo Salsa was an Italian writer and journalist, known for his literary work and cultural influence, including helping to establish the prestigious Viareggio Prize.
-
C.
Luigi Grollo
Luigi Grollo was an Australian businessman and property developer best known for building Grocon into one of Australia’s largest privately owned construction companies.
-
D.
Gualtiero
Gualtiero is an Italian given name equivalent to the English name Walter.
-
E.
Luigi Rossi
Luigi Rossi is a notable Italian composer of the early Baroque era, recognized especially for his operas and cantatas.
- 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_69ca82eaaa008190a54fa1a9f954b9ad |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb694b95481909d049302818e7137 |
completed | April 2, 2026, 12:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6035cf86081909603cec9aa5bd9d6 |
completed | April 20, 2026, 10:43 a.m. |
| NEDg | Description generation | batch_69e610a07bf881908de79850edb9576f |
completed | April 20, 2026, 11:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e617fdaaa88190a1860fb00309596b |
completed | April 20, 2026, 12:11 p.m. |
Created at: March 30, 2026, 8:46 p.m.