Triple
T12016112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marchetti |
E286029
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Massimo Marchetti
Massimo Marchetti is an individual notable enough to be recognized as a prominent bearer of the Italian surname Marchetti.
|
E1054738
|
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: Massimo Marchetti | Statement: [Marchetti, hasNotableBearer, Massimo Marchetti]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massimo Marchetti Context triple: [Marchetti, hasNotableBearer, Massimo Marchetti]
-
A.
Pier Paolo Calzolari
Pier Paolo Calzolari is an Italian contemporary artist associated with the Arte Povera movement, known for his poetic installations that often incorporate ephemeral and everyday materials.
-
B.
Gianfranco Franchini
Gianfranco Franchini was an Italian architect best known as one of the co-designers of Paris’s iconic Centre Pompidou.
-
C.
Gianni Marchetti
Gianni Marchetti was an Italian composer best known for his film scores, particularly in the 1960s and 1970s.
-
D.
Roberto Farinacci
Roberto Farinacci was a prominent and notoriously hardline Italian Fascist politician and journalist who became one of Benito Mussolini’s most radical and influential lieutenants.
-
E.
Mario Berti
Mario Berti was an Italian general best known for leading Italian forces in North Africa during the early stages of World War II.
- 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: Massimo Marchetti Triple: [Marchetti, hasNotableBearer, Massimo Marchetti]
Generated description
Massimo Marchetti is an individual notable enough to be recognized as a prominent bearer of the Italian surname Marchetti.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massimo Marchetti Target entity description: Massimo Marchetti is an individual notable enough to be recognized as a prominent bearer of the Italian surname Marchetti.
-
A.
Pier Paolo Calzolari
Pier Paolo Calzolari is an Italian contemporary artist associated with the Arte Povera movement, known for his poetic installations that often incorporate ephemeral and everyday materials.
-
B.
Gianfranco Franchini
Gianfranco Franchini was an Italian architect best known as one of the co-designers of Paris’s iconic Centre Pompidou.
-
C.
Gianni Marchetti
Gianni Marchetti was an Italian composer best known for his film scores, particularly in the 1960s and 1970s.
-
D.
Roberto Farinacci
Roberto Farinacci was a prominent and notoriously hardline Italian Fascist politician and journalist who became one of Benito Mussolini’s most radical and influential lieutenants.
-
E.
Mario Berti
Mario Berti was an Italian general best known for leading Italian forces in North Africa during the early stages of World War II.
- 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_69d6ab45a368819084fce08bf0dc3705 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903d9b17881908894be80d7c1b64e |
completed | April 10, 2026, 2:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7941721d08190900ca872503055db |
completed | May 3, 2026, 6:29 p.m. |
| NEDg | Description generation | batch_69f796a4eac88190aa68765fd0e6dfe7 |
completed | May 3, 2026, 6:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7976846308190b1a5c056609fca34 |
completed | May 3, 2026, 6:43 p.m. |
Created at: April 8, 2026, 9:47 p.m.