Triple

T13793426
Position Surface form Disambiguated ID Type / Status
Subject Food & Liquor E331454 entity
Predicate featuresArtist P1952 FINISHED
Object Matthew Santos
Matthew Santos is an American singer-songwriter and musician best known for his collaborations with rapper Lupe Fiasco, particularly on the hit single "Superstar."
 E1064250 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: Matthew Santos | Statement: [Food & Liquor, featuresArtist, Matthew Santos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matthew Santos
Context triple: [Food & Liquor, featuresArtist, Matthew Santos]
  • A. Anthony Santos
    Anthony Santos, better known as Romeo Santos, is an American singer, songwriter, and former lead vocalist of the bachata group Aventura, widely acclaimed as the "King of Bachata."
  • B. Matthew Saldivar
    Matthew Saldivar is an American stage actor best known for his work in Broadway musicals and plays.
  • C. David Santiago
    David Santiago is a character in the television series "Brooklyn Nine-Nine," known as Amy Santiago's older brother.
  • D. Matthew Bevilaqua
    Matthew Bevilaqua is a minor associate of the DiMeo crime family in the television series "The Sopranos," known for attempting to rob Christopher Moltisanti and being subsequently murdered for his betrayal.
  • E. Matthew Negrete
    Matthew Negrete is an American television writer and producer best known for his work in The Walking Dead franchise, including co-creating and showrunning the spin-off series "The Walking Dead: World Beyond."
  • 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: Matthew Santos
Triple: [Food & Liquor, featuresArtist, Matthew Santos]
Generated description
Matthew Santos is an American singer-songwriter and musician best known for his collaborations with rapper Lupe Fiasco, particularly on the hit single "Superstar."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matthew Santos
Target entity description: Matthew Santos is an American singer-songwriter and musician best known for his collaborations with rapper Lupe Fiasco, particularly on the hit single "Superstar."
  • A. Anthony Santos
    Anthony Santos, better known as Romeo Santos, is an American singer, songwriter, and former lead vocalist of the bachata group Aventura, widely acclaimed as the "King of Bachata."
  • B. Matthew Saldivar
    Matthew Saldivar is an American stage actor best known for his work in Broadway musicals and plays.
  • C. David Santiago
    David Santiago is a character in the television series "Brooklyn Nine-Nine," known as Amy Santiago's older brother.
  • D. Matthew Bevilaqua
    Matthew Bevilaqua is a minor associate of the DiMeo crime family in the television series "The Sopranos," known for attempting to rob Christopher Moltisanti and being subsequently murdered for his betrayal.
  • E. Matthew Negrete
    Matthew Negrete is an American television writer and producer best known for his work in The Walking Dead franchise, including co-creating and showrunning the spin-off series "The Walking Dead: World Beyond."
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0258a1408190a837d17c6d6a2bd4 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8d893448190b37ecbf8d2ded239 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d773f881908660e8a0645d318d completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7bbf47c888190be32a4105903120a completed May 3, 2026, 9:19 p.m.
Created at: April 9, 2026, 10:11 p.m.