Triple

T12374319
Position Surface form Disambiguated ID Type / Status
Subject Santa Clarita Diet E295082 entity
Predicate mainCharacter P1183 FINISHED
Object Joel Hammond
Joel Hammond is a suburban real estate agent and devoted husband who becomes entangled in darkly comedic chaos after his wife turns into a zombie in the horror-comedy series "Santa Clarita Diet."
 E989010 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: Joel Hammond | Statement: [Santa Clarita Diet, mainCharacter, Joel Hammond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joel Hammond
Context triple: [Santa Clarita Diet, mainCharacter, Joel Hammond]
  • A. Joel Parker
    Joel Parker is a name shared by several notable individuals, including historical American politicians and jurists.
  • B. Joel Harrison
    Joel Harrison is an American jazz guitarist and composer known for his genre-blending work that fuses jazz with rock, classical, and world music influences.
  • C. Joel Graham
    Joel Graham is a central character on the television series "Parenthood," portrayed as a devoted husband and father balancing family life with personal and professional challenges.
  • D. Joel Johnston
    Joel Johnston is the son of English actress Sue Johnston, known for her roles in British television dramas and comedies.
  • E. Joel McAndrew
    Joel McAndrew is a New York–based hedge fund manager best known as the husband of English model and actress Agyness Deyn.
  • 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: Joel Hammond
Triple: [Santa Clarita Diet, mainCharacter, Joel Hammond]
Generated description
Joel Hammond is a suburban real estate agent and devoted husband who becomes entangled in darkly comedic chaos after his wife turns into a zombie in the horror-comedy series "Santa Clarita Diet."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joel Hammond
Target entity description: Joel Hammond is a suburban real estate agent and devoted husband who becomes entangled in darkly comedic chaos after his wife turns into a zombie in the horror-comedy series "Santa Clarita Diet."
  • A. Joel Parker
    Joel Parker is a name shared by several notable individuals, including historical American politicians and jurists.
  • B. Joel Harrison
    Joel Harrison is an American jazz guitarist and composer known for his genre-blending work that fuses jazz with rock, classical, and world music influences.
  • C. Joel Graham
    Joel Graham is a central character on the television series "Parenthood," portrayed as a devoted husband and father balancing family life with personal and professional challenges.
  • D. Joel Johnston
    Joel Johnston is the son of English actress Sue Johnston, known for her roles in British television dramas and comedies.
  • E. Joel McAndrew
    Joel McAndrew is a New York–based hedge fund manager best known as the husband of English model and actress Agyness Deyn.
  • 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_69f655608a0c81908002f9d79d017ded completed May 2, 2026, 7:49 p.m.
NEDg Description generation batch_69f6566dccc0819085e059c7b0288f6c completed May 2, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69f657aa1bf48190a884e0dfce31e30e completed May 2, 2026, 7:59 p.m.
Created at: April 8, 2026, 9:54 p.m.