Triple
T7041359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ferraro |
E163518
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Luca Ferraro
Luca Ferraro is an individual notable enough to be recognized as a prominent bearer of the surname Ferraro.
|
E638703
|
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: Luca Ferraro | Statement: [Ferraro, hasNotableBearer, Luca Ferraro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luca Ferraro Context triple: [Ferraro, hasNotableBearer, Luca Ferraro]
-
A.
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.
-
B.
Luca Bigazzi
Luca Bigazzi is an acclaimed Italian cinematographer known for his visually striking work on contemporary Italian cinema, including multiple collaborations with director Paolo Sorrentino.
-
C.
Luca Calvani
Luca Calvani is an Italian actor known for his work in film, television, and theater, including roles in international productions.
-
D.
Luca Bindi
Luca Bindi is an Italian mineralogist and crystallographer known for his work on quasicrystals, including the discovery of natural quasicrystals in meteorites.
-
E.
Matteo Rossi
Matteo Rossi is a common Italian personal name that may refer to multiple individuals across fields such as sports, arts, or public life.
- 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: Luca Ferraro Triple: [Ferraro, hasNotableBearer, Luca Ferraro]
Generated description
Luca Ferraro is an individual notable enough to be recognized as a prominent bearer of the surname Ferraro.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luca Ferraro Target entity description: Luca Ferraro is an individual notable enough to be recognized as a prominent bearer of the surname Ferraro.
-
A.
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.
-
B.
Luca Bigazzi
Luca Bigazzi is an acclaimed Italian cinematographer known for his visually striking work on contemporary Italian cinema, including multiple collaborations with director Paolo Sorrentino.
-
C.
Luca Calvani
Luca Calvani is an Italian actor known for his work in film, television, and theater, including roles in international productions.
-
D.
Luca Bindi
Luca Bindi is an Italian mineralogist and crystallographer known for his work on quasicrystals, including the discovery of natural quasicrystals in meteorites.
-
E.
Matteo Rossi
Matteo Rossi is a common Italian personal name that may refer to multiple individuals across fields such as sports, arts, or public life.
- 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_69c6885e7c1c8190be32a8f79ab4e0cf |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e22544708190b0dffb5256d4cda6 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7886a24c48190bb461f26f87d6ef8 |
completed | March 28, 2026, 7:51 a.m. |
| NEDg | Description generation | batch_69c78a6d8e90819086596cf38cfb5f0a |
completed | March 28, 2026, 7:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c78af2496881909c333da0c7903fb3 |
completed | March 28, 2026, 8:01 a.m. |
Created at: March 27, 2026, 2:36 p.m.