Triple

T10583228
Position Surface form Disambiguated ID Type / Status
Subject Scarface E249787 entity
Predicate character P662 FINISHED
Object Manny Ribera
Manny Ribera is a charismatic, womanizing Cuban immigrant and loyal best friend to Tony Montana in the 1983 crime film "Scarface."
E908094 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: Manny Ribera | Statement: [Scarface, character, Manny Ribera]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manny Ribera
Context triple: [Scarface, character, Manny Ribera]
  • A. Manny Rodriguez
    Manny Rodriguez is a fictional character from the television series "The District," which follows the professional and personal lives of law enforcement officers in Washington, D.C.
  • B. Manny Delgado
    Manny Delgado is a sensitive, precocious, and romantically inclined young boy in the sitcom "Modern Family," known for his poetic outlook and old-soul personality.
  • C. Mannie Rodriguez
    Mannie Rodriguez is a songwriter best known for contributing to the track "I Like It."
  • D. Manny Sanguillén
    Manny Sanguillén is a former Major League Baseball catcher best known for his key role on the Pittsburgh Pirates during their 1970s championship years.
  • E. Manny Marroquin
    Manny Marroquin is a renowned Grammy-winning mixing engineer known for his work with major artists across pop, hip-hop, and R&B.
  • 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: Manny Ribera
Triple: [Scarface, character, Manny Ribera]
Generated description
Manny Ribera is a charismatic, womanizing Cuban immigrant and loyal best friend to Tony Montana in the 1983 crime film "Scarface."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manny Ribera
Target entity description: Manny Ribera is a charismatic, womanizing Cuban immigrant and loyal best friend to Tony Montana in the 1983 crime film "Scarface."
  • A. Manny Rodriguez
    Manny Rodriguez is a fictional character from the television series "The District," which follows the professional and personal lives of law enforcement officers in Washington, D.C.
  • B. Manny Delgado
    Manny Delgado is a sensitive, precocious, and romantically inclined young boy in the sitcom "Modern Family," known for his poetic outlook and old-soul personality.
  • C. Mannie Rodriguez
    Mannie Rodriguez is a songwriter best known for contributing to the track "I Like It."
  • D. Manny Sanguillén
    Manny Sanguillén is a former Major League Baseball catcher best known for his key role on the Pittsburgh Pirates during their 1970s championship years.
  • E. Manny Marroquin
    Manny Marroquin is a renowned Grammy-winning mixing engineer known for his work with major artists across pop, hip-hop, and R&B.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d52767d2e0819099511e29e254bc34 completed April 7, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69e46262a8f88190869c2161c3b10a19 completed April 19, 2026, 5:04 a.m.
NEDg Description generation batch_69e4666f98ac81908b3d3b8a6a8af8c9 completed April 19, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69e46c3f28dc8190a521c00151b01fde completed April 19, 2026, 5:46 a.m.
Created at: April 6, 2026, 12:39 p.m.