Triple

T6125838
Position Surface form Disambiguated ID Type / Status
Subject What Makes a Family E136592 entity
Predicate featuresCharacter P626 FINISHED
Object Sandy Cataldi
Sandy Cataldi is a character in the television film "What Makes a Family," which explores themes of family, identity, and LGBTQ+ parenting.
E571320 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: Sandy Cataldi | Statement: [What Makes a Family, featuresCharacter, Sandy Cataldi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sandy Cataldi
Context triple: [What Makes a Family, featuresCharacter, Sandy Cataldi]
  • A. Sandy Brondello
    Sandy Brondello is an Australian former WNBA guard and veteran professional basketball coach known for her successful stints leading teams in both the WNBA and international competition.
  • B. Sandy Climan
    Sandy Climan is an American entertainment industry executive and film producer known for his leadership roles in Hollywood and involvement in major studio projects.
  • C. Denise Nolan Cascino
    Denise Nolan Cascino is a film producer best known for her work on the animated feature "Megamind."
  • D. Lee Pardini
    Lee Pardini is an American keyboardist and composer best known as the longtime keyboard player for the folk-rock band Dawes and for his work as a versatile session musician.
  • E. Sandy Kessler
    Sandy Kessler is a wealthy, neurotic housewife who becomes an unlikely and increasingly empowered heroine after being kidnapped in the dark comedy film "Ruthless People."
  • 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: Sandy Cataldi
Triple: [What Makes a Family, featuresCharacter, Sandy Cataldi]
Generated description
Sandy Cataldi is a character in the television film "What Makes a Family," which explores themes of family, identity, and LGBTQ+ parenting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sandy Cataldi
Target entity description: Sandy Cataldi is a character in the television film "What Makes a Family," which explores themes of family, identity, and LGBTQ+ parenting.
  • A. Sandy Brondello
    Sandy Brondello is an Australian former WNBA guard and veteran professional basketball coach known for her successful stints leading teams in both the WNBA and international competition.
  • B. Sandy Climan
    Sandy Climan is an American entertainment industry executive and film producer known for his leadership roles in Hollywood and involvement in major studio projects.
  • C. Denise Nolan Cascino
    Denise Nolan Cascino is a film producer best known for her work on the animated feature "Megamind."
  • D. Lee Pardini
    Lee Pardini is an American keyboardist and composer best known as the longtime keyboard player for the folk-rock band Dawes and for his work as a versatile session musician.
  • E. Sandy Kessler
    Sandy Kessler is a wealthy, neurotic housewife who becomes an unlikely and increasingly empowered heroine after being kidnapped in the dark comedy film "Ruthless People."
  • 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_69c008a0a37c81908e5b4f879158afb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c28dbbc8190a0a0c20ec794e81a completed March 22, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135bd8d3881909873d2a063b3aecc completed March 23, 2026, 12:44 p.m.
NEDg Description generation batch_69c1392b0e448190846ccf73e89a6ad3 completed March 23, 2026, 12:59 p.m.
NED2 Entity disambiguation (via description) batch_69c139884ba881908db94f17d8d97faf completed March 23, 2026, 1 p.m.
Created at: March 22, 2026, 4:14 p.m.