Triple

T7659003
Position Surface form Disambiguated ID Type / Status
Subject Whisperers E173454 entity
Predicate TVPortrayedByMember P1507 FINISHED
Object Cassady McClincy as Lydia
Cassady McClincy as Lydia is an actress’s portrayal of a former member of the Whisperers who becomes a key ally to the main survivors in the television series The Walking Dead.
E679810 NE FINISHED

How this triple was built (5 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: Cassady McClincy as Lydia | Statement: [Whisperers, TVPortrayedByMember, Cassady McClincy as Lydia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cassady McClincy as Lydia
Context triple: [Whisperers, TVPortrayedByMember, Cassady McClincy as Lydia]
  • A. Hannah Laity
    Hannah Laity is a New Zealand chartered accountant and social media personality known for her lifestyle content and public profile alongside her husband, All Blacks rugby star Beauden Barrett.
  • B. Pam / Cassidy
    Pam, also known by her stage name Cassidy, is a central character in the film "The Wrestler," portrayed as a struggling single mother and aging stripper who forms a complex emotional bond with the protagonist.
  • C. Maddy Hinson
    Maddy Hinson is a television producer best known for serving as an executive producer on the anthology drama series "Genius."
  • D. Lydia Winters
    Lydia Winters is a prominent executive and public figure at Mojang Studios, best known for her role in shaping and representing the Minecraft brand.
  • E. Callie Rivers
    Callie Rivers is a former American professional volleyball player and the daughter of longtime NBA coach Doc Rivers.
  • 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: Cassady McClincy as Lydia
Triple: [Whisperers, TVPortrayedByMember, Cassady McClincy as Lydia]
Generated description
Cassady McClincy as Lydia is an actress’s portrayal of a former member of the Whisperers who becomes a key ally to the main survivors in the television series The Walking Dead.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cassady McClincy as Lydia
Target entity description: Cassady McClincy as Lydia is an actress’s portrayal of a former member of the Whisperers who becomes a key ally to the main survivors in the television series The Walking Dead.
  • A. Hannah Laity
    Hannah Laity is a New Zealand chartered accountant and social media personality known for her lifestyle content and public profile alongside her husband, All Blacks rugby star Beauden Barrett.
  • B. Pam / Cassidy
    Pam, also known by her stage name Cassidy, is a central character in the film "The Wrestler," portrayed as a struggling single mother and aging stripper who forms a complex emotional bond with the protagonist.
  • C. Maddy Hinson
    Maddy Hinson is a television producer best known for serving as an executive producer on the anthology drama series "Genius."
  • D. Lydia Winters
    Lydia Winters is a prominent executive and public figure at Mojang Studios, best known for her role in shaping and representing the Minecraft brand.
  • E. Callie Rivers
    Callie Rivers is a former American professional volleyball player and the daughter of longtime NBA coach Doc Rivers.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: TVPortrayedByMember
Context triple: [Whisperers, TVPortrayedByMember, Cassady McClincy as Lydia]
  • A. portrayedVia
    Indicates that one entity is represented, depicted, or expressed through a particular medium, method, or channel.
  • B. portrayedBy chosen
    Indicates that one entity serves as the actor or performer who represents or plays the role of another entity in a work or medium.
  • C. characterPortrayedIs
    Indicates that one entity serves as the fictional or dramatic role that is depicted or played by another entity.
  • D. portrayedByAlsoPlays
    Indicates that the actor who portrays a given character also plays another specified role or character.
  • E. wasPortrayedAs
    Indicates that one entity has been depicted or represented in the form or role of another entity, typically within some medium or context.
  • F. None of above.

Provenance (6 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_69c69955517c819085bc715b96d304d2 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7061cbc3c8190a917dd7e71214182 completed March 27, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89b0d345081909a1d4475fa3876f5 completed March 29, 2026, 3:22 a.m.
NEDg Description generation batch_69c89d77b7cc81908120da0121c94537 completed March 29, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69c89ddd81a88190924d41529e94b06b completed March 29, 2026, 3:34 a.m.
PD Predicate disambiguation batch_69c7015dd8fc8190bc5f52a12bd46209 completed March 27, 2026, 10:14 p.m.
Created at: March 27, 2026, 3:59 p.m.