Triple
T1435095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Smith |
E30542
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
Ferraro
Ferraro is an Italian surname commonly used as a variant of the name Smith, both referring to the occupation of a metalworker or blacksmith.
|
E163518
|
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: Ferraro | Statement: [Smith, hasVariant, Ferraro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ferraro Context triple: [Smith, hasVariant, Ferraro]
-
A.
Jerry Ferrara
Jerry Ferrara is an American actor best known for playing Turtle on the HBO series "Entourage" and for roles in films such as "Think Like a Man."
-
B.
Fran Fraschilla
Fran Fraschilla is an American basketball coach and ESPN analyst best known for his successful college coaching stints and his expertise on international basketball.
-
C.
Michele Novaro
Michele Novaro was a 19th-century Italian composer best known for writing the music to Italy’s national anthem, "Il Canto degli Italiani."
-
D.
Nancy Barbato
Nancy Barbato was the first wife of singer Frank Sinatra and the mother of their three children, including entertainer Nancy Sinatra.
-
E.
Luciano De Feo
Luciano De Feo was an Italian film producer and cultural figure best known for establishing the prestigious Venice Film Festival, one of the world’s oldest and most influential film festivals.
- 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: Ferraro Triple: [Smith, hasVariant, Ferraro]
Generated description
Ferraro is an Italian surname commonly used as a variant of the name Smith, both referring to the occupation of a metalworker or blacksmith.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ferraro Target entity description: Ferraro is an Italian surname commonly used as a variant of the name Smith, both referring to the occupation of a metalworker or blacksmith.
-
A.
Jerry Ferrara
Jerry Ferrara is an American actor best known for playing Turtle on the HBO series "Entourage" and for roles in films such as "Think Like a Man."
-
B.
Fran Fraschilla
Fran Fraschilla is an American basketball coach and ESPN analyst best known for his successful college coaching stints and his expertise on international basketball.
-
C.
Michele Novaro
Michele Novaro was a 19th-century Italian composer best known for writing the music to Italy’s national anthem, "Il Canto degli Italiani."
-
D.
Nancy Barbato
Nancy Barbato was the first wife of singer Frank Sinatra and the mother of their three children, including entertainer Nancy Sinatra.
-
E.
Luciano De Feo
Luciano De Feo was an Italian film producer and cultural figure best known for establishing the prestigious Venice Film Festival, one of the world’s oldest and most influential film festivals.
- 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_69a498fc69ec8190b61722bd4b67c4d2 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c50250b88190a0fcf3e0cbba0b1a |
completed | March 1, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad017084908190a81a784ae4a53c21 |
completed | March 8, 2026, 4:56 a.m. |
| NEDg | Description generation | batch_69ad0259651c8190890e45c1786a9a50 |
completed | March 8, 2026, 5 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad03018aa4819090020ba89a11d0cd |
completed | March 8, 2026, 5:02 a.m. |
Created at: March 1, 2026, 8 p.m.