Triple

T11338876
Position Surface form Disambiguated ID Type / Status
Subject Austin Abrams E268542 entity
Predicate portrayed P1668 FINISHED
Object Marc in This Is Us
Marc in *This Is Us* is a recurring character who serves as Kate Pearson’s troubled and manipulative teenage boyfriend, whose toxic behavior significantly impacts her emotional development and family relationships.
E919924 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: Marc in This Is Us | Statement: [Austin Abrams, portrayed, Marc in This Is Us]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marc in This Is Us
Context triple: [Austin Abrams, portrayed, Marc in This Is Us]
  • A. Janet Malone in This Is Us
    Janet Malone in *This Is Us* is a recurring character who appears as part of the extended family and relationship dynamics explored in the series’ multi-generational storyline.
  • B. Ed Robertson
    Ed Robertson is a Canadian musician best known as the co-founder, lead singer, and guitarist of the band Barenaked Ladies.
  • C. Carol Peletier
    Carol Peletier is a central survivor in The Walking Dead known for her dramatic evolution from an abused, timid housewife into a hardened, resourceful, and emotionally complex leader.
  • D. Wendi McLendon-Covey
    Wendi McLendon-Covey is an American actress and comedian best known for her roles in the sitcom "The Goldbergs" and the film "Bridesmaids."
  • E. Jack Pearson
    Jack Pearson is an American guitarist and songwriter best known for his work in Southern rock and blues, including a notable late-1990s stint with The Allman Brothers Band.
  • 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: Marc in This Is Us
Triple: [Austin Abrams, portrayed, Marc in This Is Us]
Generated description
Marc in *This Is Us* is a recurring character who serves as Kate Pearson’s troubled and manipulative teenage boyfriend, whose toxic behavior significantly impacts her emotional development and family relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marc in This Is Us
Target entity description: Marc in *This Is Us* is a recurring character who serves as Kate Pearson’s troubled and manipulative teenage boyfriend, whose toxic behavior significantly impacts her emotional development and family relationships.
  • A. Janet Malone in This Is Us
    Janet Malone in *This Is Us* is a recurring character who appears as part of the extended family and relationship dynamics explored in the series’ multi-generational storyline.
  • B. Ed Robertson
    Ed Robertson is a Canadian musician best known as the co-founder, lead singer, and guitarist of the band Barenaked Ladies.
  • C. Carol Peletier
    Carol Peletier is a central survivor in The Walking Dead known for her dramatic evolution from an abused, timid housewife into a hardened, resourceful, and emotionally complex leader.
  • D. Wendi McLendon-Covey
    Wendi McLendon-Covey is an American actress and comedian best known for her roles in the sitcom "The Goldbergs" and the film "Bridesmaids."
  • E. Jack Pearson
    Jack Pearson is an American guitarist and songwriter best known for his work in Southern rock and blues, including a notable late-1990s stint with The Allman Brothers Band.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea008b5081908e6c6c6fc29ef936 completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5433d3e848190ad4f51c23d5a8bb2 completed April 19, 2026, 9:03 p.m.
NEDg Description generation batch_69e5474879088190990468d960b26739 completed April 19, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69e54eccdd3881908536ee3f9f4ef516 completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:33 p.m.