Triple

T6125839
Position Surface form Disambiguated ID Type / Status
Subject What Makes a Family E136592 entity
Predicate featuresCharacter P626 FINISHED
Object Heather Cataldi
Heather Cataldi is a character in the television film "What Makes a Family," which explores themes of family, identity, and LGBTQ+ parenting.
E572317 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: Heather Cataldi | Statement: [What Makes a Family, featuresCharacter, Heather Cataldi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heather Cataldi
Context triple: [What Makes a Family, featuresCharacter, Heather Cataldi]
  • A. Kristie Canegallo
    Kristie Canegallo is an American government official and policy advisor who has served in senior operational and national security roles in the White House and federal administration.
  • B. Kimberlee Acquaro
    Kimberlee Acquaro is an American filmmaker, journalist, and activist known for her documentaries and writing on social justice, gender, and human rights issues.
  • C. Heather DeLoach
    Heather DeLoach is an American actress best known for playing the iconic "bee girl" in Blind Melon's "No Rain" music video.
  • D. Jennifer DiNuccio
    Jennifer DiNuccio is one of the socially awkward teenage protagonists in the early 1980s high school sitcom "Square Pegs."
  • E. Kristina Hetherington
    Kristina Hetherington is a film editor known for her work on the psychological period drama "The Wonder."
  • 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: Heather Cataldi
Triple: [What Makes a Family, featuresCharacter, Heather Cataldi]
Generated description
Heather 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: Heather Cataldi
Target entity description: Heather Cataldi is a character in the television film "What Makes a Family," which explores themes of family, identity, and LGBTQ+ parenting.
  • A. Kristie Canegallo
    Kristie Canegallo is an American government official and policy advisor who has served in senior operational and national security roles in the White House and federal administration.
  • B. Kimberlee Acquaro
    Kimberlee Acquaro is an American filmmaker, journalist, and activist known for her documentaries and writing on social justice, gender, and human rights issues.
  • C. Heather DeLoach
    Heather DeLoach is an American actress best known for playing the iconic "bee girl" in Blind Melon's "No Rain" music video.
  • D. Jennifer DiNuccio
    Jennifer DiNuccio is one of the socially awkward teenage protagonists in the early 1980s high school sitcom "Square Pegs."
  • E. Kristina Hetherington
    Kristina Hetherington is a film editor known for her work on the psychological period drama "The Wonder."
  • 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_69c14165f3e88190903120d4b2ff6189 completed March 23, 2026, 1:34 p.m.
NEDg Description generation batch_69c14399bdec81909753c30b36e8bf23 completed March 23, 2026, 1:43 p.m.
NED2 Entity disambiguation (via description) batch_69c143fcb6208190a8a56c90e1d89f2b completed March 23, 2026, 1:45 p.m.
Created at: March 22, 2026, 4:14 p.m.