Triple
T12016120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marchetti |
E286029
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Valerio Marchetti
Valerio Marchetti is an individual notable enough to be specifically cited as a bearer of the Marchetti surname.
|
E1126234
|
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: Valerio Marchetti | Statement: [Marchetti, hasNotableBearer, Valerio Marchetti]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valerio Marchetti Context triple: [Marchetti, hasNotableBearer, Valerio Marchetti]
-
A.
Raffaele Marchetti
Raffaele Marchetti is an Italian political scientist known for his work on global governance, civil society, and international relations.
-
B.
Alessandro Marchetti
Alessandro Marchetti was an Italian aeronautical engineer and aircraft designer best known for creating several notable military and civilian airplanes in the early to mid-20th century.
-
C.
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.
-
D.
Maurizio Marchetti
Maurizio Marchetti is an Italian politician known for his roles in regional and national political institutions.
-
E.
Riccardo Marchetti
Riccardo Marchetti is an Italian politician known for serving as a member of the Chamber of Deputies.
- 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: Valerio Marchetti Triple: [Marchetti, hasNotableBearer, Valerio Marchetti]
Generated description
Valerio Marchetti is an individual notable enough to be specifically cited as a bearer of the Marchetti surname.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valerio Marchetti Target entity description: Valerio Marchetti is an individual notable enough to be specifically cited as a bearer of the Marchetti surname.
-
A.
Raffaele Marchetti
Raffaele Marchetti is an Italian political scientist known for his work on global governance, civil society, and international relations.
-
B.
Alessandro Marchetti
Alessandro Marchetti was an Italian aeronautical engineer and aircraft designer best known for creating several notable military and civilian airplanes in the early to mid-20th century.
-
C.
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.
-
D.
Maurizio Marchetti
Maurizio Marchetti is an Italian politician known for his roles in regional and national political institutions.
-
E.
Riccardo Marchetti
Riccardo Marchetti is an Italian politician known for serving as a member of the Chamber of Deputies.
- 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_69fe6b366470819093a74828e2a85116 |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6c2b7ec08190ba0b4a30cbb738e8 |
completed | May 8, 2026, 11:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6fff4f408190ac51668da19db284 |
completed | May 8, 2026, 11:21 p.m. |
Created at: April 8, 2026, 9:47 p.m.