Triple

T7257106
Position Surface form Disambiguated ID Type / Status
Subject Malcolm in the Middle E157748 entity
Predicate portrayedBy P1507 FINISHED
Object Frankie Muniz
Frankie Muniz is an American actor best known for his starring role as the gifted but beleaguered middle child in the television sitcom "Malcolm in the Middle."
 E652219 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: Frankie Muniz | Statement: [Malcolm in the Middle, portrayedBy, Frankie Muniz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frankie Muniz
Context triple: [Malcolm in the Middle, portrayedBy, Frankie Muniz]
  • A. Rory Culkin
    Rory Culkin is an American actor known for his work in independent films and television, and as the younger brother of actors Macaulay and Kieran Culkin.
  • B. Asa Butterfield
    Asa Butterfield is an English actor known for his leading roles in films like "Hugo" and the series "Sex Education."
  • C. Asher Angel
    Asher Angel is an American actor and singer best known for his role as Billy Batson in the DC superhero film "Shazam!" and its sequel.
  • D. Kieran Culkin
    Kieran Culkin is an American actor known for his work as a child performer in the 1990s and for his acclaimed adult roles, particularly as Roman Roy in the television series "Succession."
  • E. Riley Grazer
    Riley Grazer is a child of acclaimed American film and television producer Brian Grazer.
  • 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: Frankie Muniz
Triple: [Malcolm in the Middle, portrayedBy, Frankie Muniz]
Generated description
Frankie Muniz is an American actor best known for his starring role as the gifted but beleaguered middle child in the television sitcom "Malcolm in the Middle."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frankie Muniz
Target entity description: Frankie Muniz is an American actor best known for his starring role as the gifted but beleaguered middle child in the television sitcom "Malcolm in the Middle."
  • A. Rory Culkin
    Rory Culkin is an American actor known for his work in independent films and television, and as the younger brother of actors Macaulay and Kieran Culkin.
  • B. Asa Butterfield
    Asa Butterfield is an English actor known for his leading roles in films like "Hugo" and the series "Sex Education."
  • C. Asher Angel
    Asher Angel is an American actor and singer best known for his role as Billy Batson in the DC superhero film "Shazam!" and its sequel.
  • D. Kieran Culkin
    Kieran Culkin is an American actor known for his work as a child performer in the 1990s and for his acclaimed adult roles, particularly as Roman Roy in the television series "Succession."
  • E. Riley Grazer
    Riley Grazer is a child of acclaimed American film and television producer Brian Grazer.
  • 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.