Triple

T14691212
Position Surface form Disambiguated ID Type / Status
Subject John Theodore Rossi E345037 entity
Predicate characterRole P268 FINISHED
Object Hernan "Shades" Alvarez in Luke Cage
Hernan "Shades" Alvarez is a calculating and smooth-talking criminal lieutenant in the Marvel series Luke Cage, known for his signature tinted glasses and strategic manipulation within Harlem’s underworld.
E1114316 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: Hernan "Shades" Alvarez in Luke Cage | Statement: [John Theodore Rossi, characterRole, Hernan "Shades" Alvarez in Luke Cage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hernan "Shades" Alvarez in Luke Cage
Context triple: [John Theodore Rossi, characterRole, Hernan "Shades" Alvarez in Luke Cage]
  • A. Cornell "Cottonmouth" Stokes in Luke Cage
    Cornell "Cottonmouth" Stokes in Luke Cage is a ruthless Harlem crime boss and nightclub owner whose complex morality and personal history make him one of the series’ most compelling antagonists.
  • B. Luke Cage
    Luke Cage is a Marvel Comics superhero known for his superhuman strength, unbreakable skin, and role as a street-level defender and occasional Avenger.
  • C. Luke Cage (TV series)
    Luke Cage is a Marvel Netflix television series that follows a bulletproof ex-con with superhuman strength as he fights crime and corruption in Harlem.
  • D. Peter Gambi in Black Lightning
    Peter Gambi in Black Lightning is the trusted tailor, mentor, and tactical ally to Jefferson Pierce, supporting him in his role as the superhero Black Lightning.
  • E. Mike Gambit in The New Avengers
    Mike Gambit in *The New Avengers* is a suave, action-oriented British secret agent who serves as one of the main partners to John Steed in the 1970s revival of the classic spy series.
  • 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: Hernan "Shades" Alvarez in Luke Cage
Triple: [John Theodore Rossi, characterRole, Hernan "Shades" Alvarez in Luke Cage]
Generated description
Hernan "Shades" Alvarez is a calculating and smooth-talking criminal lieutenant in the Marvel series Luke Cage, known for his signature tinted glasses and strategic manipulation within Harlem’s underworld.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hernan "Shades" Alvarez in Luke Cage
Target entity description: Hernan "Shades" Alvarez is a calculating and smooth-talking criminal lieutenant in the Marvel series Luke Cage, known for his signature tinted glasses and strategic manipulation within Harlem’s underworld.
  • A. Cornell "Cottonmouth" Stokes in Luke Cage
    Cornell "Cottonmouth" Stokes in Luke Cage is a ruthless Harlem crime boss and nightclub owner whose complex morality and personal history make him one of the series’ most compelling antagonists.
  • B. Luke Cage
    Luke Cage is a Marvel Comics superhero known for his superhuman strength, unbreakable skin, and role as a street-level defender and occasional Avenger.
  • C. Luke Cage (TV series)
    Luke Cage is a Marvel Netflix television series that follows a bulletproof ex-con with superhuman strength as he fights crime and corruption in Harlem.
  • D. Peter Gambi in Black Lightning
    Peter Gambi in Black Lightning is the trusted tailor, mentor, and tactical ally to Jefferson Pierce, supporting him in his role as the superhero Black Lightning.
  • E. Mike Gambit in The New Avengers
    Mike Gambit in *The New Avengers* is a suave, action-oriented British secret agent who serves as one of the main partners to John Steed in the 1970s revival of the classic spy series.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb585d46c81908d6964130914cec4 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde18b4bdc8190b5daf05484de7cd8 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde5c65ce0819092a385e92243a3c7 completed May 8, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69fde638f42c8190ba56f9e2f4b03090 completed May 8, 2026, 1:33 p.m.
Created at: April 10, 2026, 1:28 a.m.