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.