Triple

T14243419
Position Surface form Disambiguated ID Type / Status
Subject Nigga Please E353068 entity
Predicate producer P490 FINISHED
Object Irving Lorenzo
Irving Lorenzo, better known as Irv Gotti, is an American hip-hop and R&B record producer and co-founder of Murder Inc. Records who has worked with major artists like Ja Rule and Ashanti.
E1088396 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: Irving Lorenzo | Statement: [Nigga Please, producer, Irving Lorenzo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Irving Lorenzo
Context triple: [Nigga Please, producer, Irving Lorenzo]
  • A. Armando Muñiz
    Armando Muñiz is a former Mexican-American professional welterweight boxer known for his world title challenges during the 1970s.
  • B. Vicente Romo
    Vicente Romo is a former Mexican Major League Baseball pitcher known for his relief work in the late 1960s and 1970s, particularly with the Cleveland Indians and Boston Red Sox.
  • C. Juan Aldama
    Juan Aldama was a Mexican insurgent and key conspirator in the early stages of the Mexican War of Independence.
  • D. Lester Méndez
    Lester Méndez is a Grammy-winning Cuban-American record producer and songwriter known for his influential work in Latin pop and collaborations with major artists like Shakira.
  • E. Armando Bermúdez
    Armando Bermúdez was a prominent Dominican figure after whom one of the country’s major national parks, located in the Cordillera Central, is named.
  • 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: Irving Lorenzo
Triple: [Nigga Please, producer, Irving Lorenzo]
Generated description
Irving Lorenzo, better known as Irv Gotti, is an American hip-hop and R&B record producer and co-founder of Murder Inc. Records who has worked with major artists like Ja Rule and Ashanti.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Irving Lorenzo
Target entity description: Irving Lorenzo, better known as Irv Gotti, is an American hip-hop and R&B record producer and co-founder of Murder Inc. Records who has worked with major artists like Ja Rule and Ashanti.
  • A. Armando Muñiz
    Armando Muñiz is a former Mexican-American professional welterweight boxer known for his world title challenges during the 1970s.
  • B. Vicente Romo
    Vicente Romo is a former Mexican Major League Baseball pitcher known for his relief work in the late 1960s and 1970s, particularly with the Cleveland Indians and Boston Red Sox.
  • C. Juan Aldama
    Juan Aldama was a Mexican insurgent and key conspirator in the early stages of the Mexican War of Independence.
  • D. Lester Méndez
    Lester Méndez is a Grammy-winning Cuban-American record producer and songwriter known for his influential work in Latin pop and collaborations with major artists like Shakira.
  • E. Armando Bermúdez
    Armando Bermúdez was a prominent Dominican figure after whom one of the country’s major national parks, located in the Cordillera Central, is named.
  • 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6245d6a481909ef665748cd4d64c completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd28235880819094f5983cce01b0fc completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2b2363f881909e04edd850166dd5 completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2cf1a1248190a97644dadf1717bc completed May 8, 2026, 12:23 a.m.
Created at: April 10, 2026, 1:08 a.m.