Triple

T6887552
Position Surface form Disambiguated ID Type / Status
Subject Claudia Karvan E158959 entity
Predicate hasChild P369 FINISHED
Object Audrey Sparks
Audrey Sparks is the daughter of Australian actress and producer Claudia Karvan.
E625653 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: Audrey Sparks | Statement: [Claudia Karvan, hasChild, Audrey Sparks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Audrey Sparks
Context triple: [Claudia Karvan, hasChild, Audrey Sparks]
  • A. Audrey Wells
    Audrey Wells was an American screenwriter and director known for writing and directing character-driven films such as "Under the Tuscan Sun" and scripting popular movies including "The Game Plan" and "The Hate U Give."
  • B. Betsy Rue
    Betsy Rue is an American actress best known for her roles in horror and thriller films, including her appearance in the slasher movie "My Bloody Valentine 3D."
  • C. Aimee Blake
    Aimee Blake is a fictional character from the British television drama series "The Humans."
  • D. Billie Worley
    Billie Worley is an American actor best known for his role on the fantasy-drama television series "Early Edition."
  • E. Audra Barkley
    Audra Barkley is a central character in the 1960s Western television series "The Big Valley," known as the spirited and compassionate daughter of the wealthy Barkley family.
  • 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: Audrey Sparks
Triple: [Claudia Karvan, hasChild, Audrey Sparks]
Generated description
Audrey Sparks is the daughter of Australian actress and producer Claudia Karvan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Audrey Sparks
Target entity description: Audrey Sparks is the daughter of Australian actress and producer Claudia Karvan.
  • A. Audrey Wells
    Audrey Wells was an American screenwriter and director known for writing and directing character-driven films such as "Under the Tuscan Sun" and scripting popular movies including "The Game Plan" and "The Hate U Give."
  • B. Betsy Rue
    Betsy Rue is an American actress best known for her roles in horror and thriller films, including her appearance in the slasher movie "My Bloody Valentine 3D."
  • C. Aimee Blake
    Aimee Blake is a fictional character from the British television drama series "The Humans."
  • D. Billie Worley
    Billie Worley is an American actor best known for his role on the fantasy-drama television series "Early Edition."
  • E. Audra Barkley
    Audra Barkley is a central character in the 1960s Western television series "The Big Valley," known as the spirited and compassionate daughter of the wealthy Barkley family.
  • 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_69c688342f6c8190ad7eea6ba262db99 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d90e92488190b738676342ac6393 completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742e249508190ac95be97c0409d4a completed March 28, 2026, 2:54 a.m.
NEDg Description generation batch_69c744036378819083a3be5c50b189b2 completed March 28, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69c744eb1cf88190aaf90198d04d4500 completed March 28, 2026, 3:03 a.m.
Created at: March 27, 2026, 2:23 p.m.