Triple

T12374334
Position Surface form Disambiguated ID Type / Status
Subject Santa Clarita Diet E295082 entity
Predicate hasCastMember P2308 FINISHED
Object Liv Hewson
Liv Hewson is an Australian actor and playwright known for roles in series like Santa Clarita Diet and Yellowjackets.
 E979348 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: Liv Hewson | Statement: [Santa Clarita Diet, hasCastMember, Liv Hewson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liv Hewson
Context triple: [Santa Clarita Diet, hasCastMember, Liv Hewson]
  • A. Kelsey Dohring
    Kelsey Dohring is an actress known for playing Chrissy Seaver on the television sitcom "Growing Pains."
  • B. Lizzy Caplan
    Lizzy Caplan is an American actress known for her sharp, often comedic roles in film and television, including standout performances in projects like "Mean Girls," "Masters of Sex," and "Cloverfield."
  • C. Cady Huffman
    Cady Huffman is a Tony Award–winning American actress and singer best known for her work in musical theatre, including her acclaimed performance in Mel Brooks’ hit Broadway musical "The Producers."
  • D. Britt Robertson
    Britt Robertson is an American actress known for her leading roles in films like "The Longest Ride" and television series such as "Life Unexpected" and "Girlboss."
  • E. Lindsay Applegate
    Lindsay Applegate was a 19th-century American pioneer and trailblazer known for helping establish emigrant routes to the Pacific Northwest.
  • 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: Liv Hewson
Triple: [Santa Clarita Diet, hasCastMember, Liv Hewson]
Generated description
Liv Hewson is an Australian actor and playwright known for roles in series like Santa Clarita Diet and Yellowjackets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liv Hewson
Target entity description: Liv Hewson is an Australian actor and playwright known for roles in series like Santa Clarita Diet and Yellowjackets.
  • A. Kelsey Dohring
    Kelsey Dohring is an actress known for playing Chrissy Seaver on the television sitcom "Growing Pains."
  • B. Lizzy Caplan
    Lizzy Caplan is an American actress known for her sharp, often comedic roles in film and television, including standout performances in projects like "Mean Girls," "Masters of Sex," and "Cloverfield."
  • C. Cady Huffman
    Cady Huffman is a Tony Award–winning American actress and singer best known for her work in musical theatre, including her acclaimed performance in Mel Brooks’ hit Broadway musical "The Producers."
  • D. Britt Robertson
    Britt Robertson is an American actress known for her leading roles in films like "The Longest Ride" and television series such as "Life Unexpected" and "Girlboss."
  • E. Lindsay Applegate
    Lindsay Applegate was a 19th-century American pioneer and trailblazer known for helping establish emigrant routes to the Pacific Northwest.
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93fa8ca7c8190b3f8e9c2ec23e837 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ac1e82c8190abb46ca5799e6680 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62ef1cc4481909bc9fc768a9ef1f2 completed May 2, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_69f62f808b1481908f529decdbfc5be6 completed May 2, 2026, 5:08 p.m.
Created at: April 8, 2026, 9:54 p.m.