Triple

T3988839
Position Surface form Disambiguated ID Type / Status
Subject The Flash (2014 TV series) E86937 entity
Predicate portrays P264 FINISHED
Object Carlos Valdes as Cisco Ramon
Carlos Valdes as Cisco Ramon is a fan-favorite character on The Flash, a brilliant mechanical engineer and metahuman known as Vibe who provides comic relief, tech support, and emotional grounding for the superhero team.
E403876 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: Carlos Valdes as Cisco Ramon | Statement: [The Flash (2014 TV series), portrays, Carlos Valdes as Cisco Ramon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carlos Valdes as Cisco Ramon
Context triple: [The Flash (2014 TV series), portrays, Carlos Valdes as Cisco Ramon]
  • A. Danny Pino as Miguel Galindo
    Danny Pino as Miguel Galindo is the portrayal of a calculating and powerful cartel leader in the television series *Mayans M.C.*
  • B. JD Pardo as Ezekiel "EZ" Reyes
    JD Pardo as Ezekiel "EZ" Reyes is the central protagonist of the crime drama series Mayans M.C., a former golden-boy turned conflicted outlaw navigating loyalty, family, and cartel violence within a Latino motorcycle club on the U.S.-Mexico border.
  • C. Don Diego Vega
    Don Diego Vega is the secret identity of Zorro, a masked vigilante nobleman who defends the oppressed in early 19th-century California.
  • D. Adán Chávez
    Adán Chávez is a Venezuelan politician, academic, and former ambassador, best known as the elder brother of the late president Hugo Chávez and a prominent figure in the United Socialist Party of Venezuela.
  • E. Armando Diaz
    Armando Diaz was an Italian general best known for leading Italy to victory on the Italian Front during World War I, particularly at the Battle of Vittorio Veneto.
  • 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: Carlos Valdes as Cisco Ramon
Triple: [The Flash (2014 TV series), portrays, Carlos Valdes as Cisco Ramon]
Generated description
Carlos Valdes as Cisco Ramon is a fan-favorite character on The Flash, a brilliant mechanical engineer and metahuman known as Vibe who provides comic relief, tech support, and emotional grounding for the superhero team.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carlos Valdes as Cisco Ramon
Target entity description: Carlos Valdes as Cisco Ramon is a fan-favorite character on The Flash, a brilliant mechanical engineer and metahuman known as Vibe who provides comic relief, tech support, and emotional grounding for the superhero team.
  • A. Danny Pino as Miguel Galindo
    Danny Pino as Miguel Galindo is the portrayal of a calculating and powerful cartel leader in the television series *Mayans M.C.*
  • B. JD Pardo as Ezekiel "EZ" Reyes
    JD Pardo as Ezekiel "EZ" Reyes is the central protagonist of the crime drama series Mayans M.C., a former golden-boy turned conflicted outlaw navigating loyalty, family, and cartel violence within a Latino motorcycle club on the U.S.-Mexico border.
  • C. Don Diego Vega
    Don Diego Vega is the secret identity of Zorro, a masked vigilante nobleman who defends the oppressed in early 19th-century California.
  • D. Adán Chávez
    Adán Chávez is a Venezuelan politician, academic, and former ambassador, best known as the elder brother of the late president Hugo Chávez and a prominent figure in the United Socialist Party of Venezuela.
  • E. Armando Diaz
    Armando Diaz was an Italian general best known for leading Italy to victory on the Italian Front during World War I, particularly at the Battle of Vittorio Veneto.
  • 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_69aed93fd9d4819085d3b2137d2346cb completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa007344819099515fda367f7016 completed March 9, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5403235408190b47b8d4f4e21d094 completed March 14, 2026, 11:02 a.m.
NEDg Description generation batch_69b540c5ab7881908b7ebb0af2f9da46 completed March 14, 2026, 11:04 a.m.
NED2 Entity disambiguation (via description) batch_69b5415e002881908343ae30b2f8a16c completed March 14, 2026, 11:07 a.m.
Created at: March 9, 2026, 3:33 p.m.