Triple
T20095335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Boffa |
E496384
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Boffa
Boffa is an Italian-origin surname borne by various notable individuals, including politicians and public figures.
|
E1411974
|
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: Boffa | Statement: [Paul Boffa, familyName, Boffa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boffa Context triple: [Paul Boffa, familyName, Boffa]
-
A.
Goffa
Goffa is an alternative name for the Gofa people and their language, an ethnic group primarily found in southern Ethiopia.
-
B.
Cioffi
Cioffi is an Italian-origin surname borne by various individuals, including American actor Charles Cioffi.
-
C.
Buccari
Buccari is a coastal town in Croatia, historically significant enough to lend its name to the noble title "Countess of Cortellazzo and Buccari."
-
D.
Ferriero
Ferriero is a surname most notably associated with David S. Ferriero, the 10th Archivist of the United States.
-
E.
Tonioli
Tonioli is an Italian surname most prominently associated with Bruno Tonioli, the choreographer and television personality known for judging dance competitions such as Strictly Come Dancing and Dancing with the Stars.
- 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: Boffa Triple: [Paul Boffa, familyName, Boffa]
Generated description
Boffa is an Italian-origin surname borne by various notable individuals, including politicians and public figures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boffa Target entity description: Boffa is an Italian-origin surname borne by various notable individuals, including politicians and public figures.
-
A.
Goffa
Goffa is an alternative name for the Gofa people and their language, an ethnic group primarily found in southern Ethiopia.
-
B.
Cioffi
Cioffi is an Italian-origin surname borne by various individuals, including American actor Charles Cioffi.
-
C.
Buccari
Buccari is a coastal town in Croatia, historically significant enough to lend its name to the noble title "Countess of Cortellazzo and Buccari."
-
D.
Ferriero
Ferriero is a surname most notably associated with David S. Ferriero, the 10th Archivist of the United States.
-
E.
Tonioli
Tonioli is an Italian surname most prominently associated with Bruno Tonioli, the choreographer and television personality known for judging dance competitions such as Strictly Come Dancing and Dancing with the Stars.
- 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_69da626eee3881909f3454986d4a6511 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6666b891c8190b4e4a60b73728771 |
completed | April 20, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a082709bec8819085418d3d93108d81 |
completed | May 16, 2026, 8:12 a.m. |
| NEDg | Description generation | batch_6a08287484c4819089414c2780377ba7 |
completed | May 16, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a082a4275e48190b6643e43399d97af |
completed | May 16, 2026, 8:26 a.m. |
Created at: April 11, 2026, 11:24 p.m.