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.