Triple
T8551005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alberto Scorfano |
E202442
|
entity |
| Predicate | studiesWith |
P11805
|
FINISHED |
| Object |
Massimo Marcovaldo
Massimo Marcovaldo is a gruff but kindhearted Italian fisherman and sea monster hunter who serves as a father figure in Pixar's animated film "Luca."
|
E748308
|
NE FINISHED |
How this triple was built (5 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 Marcovaldo | Statement: [Alberto Scorfano, studiesWith, Massimo Marcovaldo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massimo Marcovaldo Context triple: [Alberto Scorfano, studiesWith, Massimo Marcovaldo]
-
A.
Massimo Polidoro
Massimo Polidoro is an Italian psychologist, writer, and prominent skeptic known for investigating paranormal claims and promoting scientific skepticism, notably as a co-founder and leading figure of the Italian skeptics organization CICAP.
-
B.
Alfredo Guzzoni
Alfredo Guzzoni was an Italian army general who commanded Axis forces in Sicily during World War II.
-
C.
Paolo Seganti
Paolo Seganti is an Italian actor known for his work in film and television, including prominent roles in both European productions and American soap operas.
-
D.
Antonio Della Bitta
Antonio Della Bitta was a 19th-century Italian sculptor known for contributing prominent sculptural groups to Rome’s public fountains and monuments.
-
E.
Massimo Girotti
Massimo Girotti was an Italian actor known for his work in classic European cinema, including prominent roles in films by directors such as Luchino Visconti and Bernardo Bertolucci.
- 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 Marcovaldo Triple: [Alberto Scorfano, studiesWith, Massimo Marcovaldo]
Generated description
Massimo Marcovaldo is a gruff but kindhearted Italian fisherman and sea monster hunter who serves as a father figure in Pixar's animated film "Luca."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massimo Marcovaldo Target entity description: Massimo Marcovaldo is a gruff but kindhearted Italian fisherman and sea monster hunter who serves as a father figure in Pixar's animated film "Luca."
-
A.
Massimo Polidoro
Massimo Polidoro is an Italian psychologist, writer, and prominent skeptic known for investigating paranormal claims and promoting scientific skepticism, notably as a co-founder and leading figure of the Italian skeptics organization CICAP.
-
B.
Alfredo Guzzoni
Alfredo Guzzoni was an Italian army general who commanded Axis forces in Sicily during World War II.
-
C.
Paolo Seganti
Paolo Seganti is an Italian actor known for his work in film and television, including prominent roles in both European productions and American soap operas.
-
D.
Antonio Della Bitta
Antonio Della Bitta was a 19th-century Italian sculptor known for contributing prominent sculptural groups to Rome’s public fountains and monuments.
-
E.
Massimo Girotti
Massimo Girotti was an Italian actor known for his work in classic European cinema, including prominent roles in films by directors such as Luchino Visconti and Bernardo Bertolucci.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: studiesWith Context triple: [Alberto Scorfano, studiesWith, Massimo Marcovaldo]
-
A.
studiedAlongWith
chosen
Indicates that two or more entities engaged in studying the same subject or course together during the same time period.
-
B.
studiesFor
Indicates that one entity engages in studying or academic preparation with the purpose of achieving or supporting another entity (such as a goal, exam, or qualification).
-
C.
alsoStudied
Indicates that an entity pursued additional studies in another subject, field, or institution besides a primary one.
-
D.
studiedWithin
Indicates that one entity pursued studies or academic work within the scope, context, or boundaries defined by another entity (such as an institution, program, or field).
-
E.
studiedBy
Indicates that a subject (such as a field, topic, or object) is examined, researched, or learned by an agent (such as a person or group).
- F. None of above.
Provenance (6 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_69ca832610e08190b3b6c6cd2c250255 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe75589d8819096177ddbd3dafcb6 |
completed | March 31, 2026, 3:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cecc6239a48190b8b4370341ec62c5 |
completed | April 2, 2026, 8:06 p.m. |
| NEDg | Description generation | batch_69cece14193081909e7b36f5b5b7da40 |
completed | April 2, 2026, 8:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cecee1db28819095f704b96b8c6d2a |
completed | April 2, 2026, 8:17 p.m. |
| PD | Predicate disambiguation | batch_69cbd113e05c81908f4f3fc1b5925164 |
completed | March 31, 2026, 1:50 p.m. |
Created at: March 30, 2026, 6:19 p.m.