Triple
T13589465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Villani |
E324653
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Marco Villani
Marco Villani is an individual notable enough to be specifically cited as a bearer of the surname Villani.
|
E1055475
|
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: Marco Villani | Statement: [Villani, hasNotableBearer, Marco Villani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marco Villani Context triple: [Villani, hasNotableBearer, Marco Villani]
-
A.
Marco Di Vaio
Marco Di Vaio is a retired Italian striker best known for his prolific goal-scoring spells at clubs such as Parma, Bologna, and Valencia, as well as for representing the Italian national team.
-
B.
Matteo Villani
Matteo Villani was a 14th-century Florentine chronicler best known for continuing and expanding his brother Giovanni Villani’s influential history of Florence and its times.
-
C.
Gianluca Violante
Gianluca Violante is an Italian-born economist known for his research in macroeconomics, labor economics, and household finance, particularly on income risk, inequality, and consumption behavior.
-
D.
Enzo Maccarinelli
Enzo Maccarinelli is a Welsh former professional boxer and former WBO cruiserweight world champion known for his punching power.
-
E.
Marco Mancini
Marco Mancini is an Italian intelligence official known for his long career in Italy’s secret services and involvement in several high-profile national security cases.
- 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: Marco Villani Triple: [Villani, hasNotableBearer, Marco Villani]
Generated description
Marco Villani is an individual notable enough to be specifically cited as a bearer of the surname Villani.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marco Villani Target entity description: Marco Villani is an individual notable enough to be specifically cited as a bearer of the surname Villani.
-
A.
Marco Di Vaio
Marco Di Vaio is a retired Italian striker best known for his prolific goal-scoring spells at clubs such as Parma, Bologna, and Valencia, as well as for representing the Italian national team.
-
B.
Matteo Villani
Matteo Villani was a 14th-century Florentine chronicler best known for continuing and expanding his brother Giovanni Villani’s influential history of Florence and its times.
-
C.
Gianluca Violante
Gianluca Violante is an Italian-born economist known for his research in macroeconomics, labor economics, and household finance, particularly on income risk, inequality, and consumption behavior.
-
D.
Enzo Maccarinelli
Enzo Maccarinelli is a Welsh former professional boxer and former WBO cruiserweight world champion known for his punching power.
-
E.
Marco Mancini
Marco Mancini is an Italian intelligence official known for his long career in Italy’s secret services and involvement in several high-profile national security cases.
- 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_69d80769eaf081909d82f44e484d6113 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb055cc98819091fab597b69e5e3e |
completed | April 12, 2026, 2:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7942a29b88190acefc8b3b91d849f |
completed | May 3, 2026, 6:30 p.m. |
| NEDg | Description generation | batch_69f7958459f48190bb5f175c54dcec5b |
completed | May 3, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7965cc9f88190acbf232615a9e87b |
completed | May 3, 2026, 6:39 p.m. |
Created at: April 9, 2026, 9:49 p.m.