Triple

T7257111
Position Surface form Disambiguated ID Type / Status
Subject Malcolm in the Middle E157748 entity
Predicate characterPortrayedBy P1507 FINISHED
Object Reese – Justin Berfield
Reese is a main character from the television sitcom "Malcolm in the Middle," known as the dim-witted yet aggressive older brother of the title character.
 E652222 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: Reese – Justin Berfield | Statement: [Malcolm in the Middle, characterPortrayedBy, Reese – Justin Berfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Reese – Justin Berfield
Context triple: [Malcolm in the Middle, characterPortrayedBy, Reese – Justin Berfield]
  • A. Reese Bobby
    Reese Bobby is a hard-living, reckless, and largely absentee father who serves as a chaotic yet influential figure in the comedic racing film "Talladega Nights: The Ballad of Ricky Bobby."
  • B. Reese Feldman
    Reese Feldman is the primary villain and drug kingpin in the 2004 action-comedy film "Starsky & Hutch."
  • C. Junior Reid
    Junior Reid is a Jamaican reggae and dancehall singer best known for his solo work and as a former lead vocalist of the group Black Uhuru.
  • D. Riley Burruss
    Riley Burruss is the daughter of singer-songwriter and reality TV star Kandi Burruss, known to viewers of "The Real Housewives of Atlanta" for her appearances alongside her mother.
  • E. Jesse Bradford
    Jesse Bradford is an American actor known for his roles in films such as "Bring It On," "Swimfan," and "Romeo + Juliet," as well as various television 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: Reese – Justin Berfield
Triple: [Malcolm in the Middle, characterPortrayedBy, Reese – Justin Berfield]
Generated description
Reese is a main character from the television sitcom "Malcolm in the Middle," known as the dim-witted yet aggressive older brother of the title character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Reese – Justin Berfield
Target entity description: Reese is a main character from the television sitcom "Malcolm in the Middle," known as the dim-witted yet aggressive older brother of the title character.
  • A. Reese Bobby
    Reese Bobby is a hard-living, reckless, and largely absentee father who serves as a chaotic yet influential figure in the comedic racing film "Talladega Nights: The Ballad of Ricky Bobby."
  • B. Reese Feldman
    Reese Feldman is the primary villain and drug kingpin in the 2004 action-comedy film "Starsky & Hutch."
  • C. Junior Reid
    Junior Reid is a Jamaican reggae and dancehall singer best known for his solo work and as a former lead vocalist of the group Black Uhuru.
  • D. Riley Burruss
    Riley Burruss is the daughter of singer-songwriter and reality TV star Kandi Burruss, known to viewers of "The Real Housewives of Atlanta" for her appearances alongside her mother.
  • E. Jesse Bradford
    Jesse Bradford is an American actor known for his roles in films such as "Bring It On," "Swimfan," and "Romeo + Juliet," as well as various television 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_69c6882d81d4819085f7ff862951ee4f completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6eaa274bc8190b017b71583711453 completed March 27, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d3b541708190b66233813b167453 completed March 28, 2026, 1:12 p.m.
NEDg Description generation batch_69c7d44e67848190ac52eca99ef18f28 completed March 28, 2026, 1:14 p.m.
NED2 Entity disambiguation (via description) batch_69c7d4fc837c81909827352be19f64b4 completed March 28, 2026, 1:17 p.m.
Created at: March 27, 2026, 2:57 p.m.