Triple

T10898415
Position Surface form Disambiguated ID Type / Status
Subject Ms. Marvel E257369 entity
Predicate featuresCharacter P626 FINISHED
Object Bruno Carrelli
Bruno Carrelli is a close friend and love interest of Kamala Khan in Marvel's Ms. Marvel series, known for his intelligence, loyalty, and support of her superhero activities.
E1076932 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: Bruno Carrelli | Statement: [Ms. Marvel, featuresCharacter, Bruno Carrelli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bruno Carrelli
Context triple: [Ms. Marvel, featuresCharacter, Bruno Carrelli]
  • A. Guido Carlesi
    Guido Carlesi is an Italian former professional road cyclist known for his strong stage race performances in the early 1960s.
  • B. 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.
  • C. Umberto Terracini
    Umberto Terracini was an Italian jurist, anti-fascist politician, and leading communist figure who played a key role in drafting Italy’s post-World War II republican constitution.
  • D. Guido Quaroni
    Guido Quaroni is an Italian-born Pixar technical director and voice actor best known for voicing the character Guido in the animated film "Cars."
  • E. Enrico Colantoni
    Enrico Colantoni is a Canadian actor best known for his roles in television series such as Veronica Mars and Just Shoot Me!, as well as films like Galaxy Quest.
  • 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: Bruno Carrelli
Triple: [Ms. Marvel, featuresCharacter, Bruno Carrelli]
Generated description
Bruno Carrelli is a close friend and love interest of Kamala Khan in Marvel's Ms. Marvel series, known for his intelligence, loyalty, and support of her superhero activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bruno Carrelli
Target entity description: Bruno Carrelli is a close friend and love interest of Kamala Khan in Marvel's Ms. Marvel series, known for his intelligence, loyalty, and support of her superhero activities.
  • A. Guido Carlesi
    Guido Carlesi is an Italian former professional road cyclist known for his strong stage race performances in the early 1960s.
  • B. 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.
  • C. Umberto Terracini
    Umberto Terracini was an Italian jurist, anti-fascist politician, and leading communist figure who played a key role in drafting Italy’s post-World War II republican constitution.
  • D. Guido Quaroni
    Guido Quaroni is an Italian-born Pixar technical director and voice actor best known for voicing the character Guido in the animated film "Cars."
  • E. Enrico Colantoni
    Enrico Colantoni is a Canadian actor best known for his roles in television series such as Veronica Mars and Just Shoot Me!, as well as films like Galaxy Quest.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d75d03a3fc81908df039b9b5ab9ca2 completed April 9, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69fbc30d72588190a1ebab7477c9e668 completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fc7f422e488190b568b784f841c950 completed May 7, 2026, 12:02 p.m.
NED2 Entity disambiguation (via description) batch_69fc7fb1d8c481909d2bf58308f64bb9 completed May 7, 2026, 12:04 p.m.
Created at: April 8, 2026, 9:21 p.m.