Triple

T3387138
Position Surface form Disambiguated ID Type / Status
Subject Patricia Heaton E71327 entity
Predicate hasWritten P2831 FINISHED
Object Patricia Heaton's Food for Family and Friends
"Patricia Heaton's Food for Family and Friends" is a cookbook by actress Patricia Heaton featuring approachable, family-style recipes and entertaining ideas.
 E353457 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: Patricia Heaton's Food for Family and Friends | Statement: [Patricia Heaton, hasWritten, Patricia Heaton's Food for Family and Friends]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Patricia Heaton's Food for Family and Friends
Context triple: [Patricia Heaton, hasWritten, Patricia Heaton's Food for Family and Friends]
  • A. Everybody Loves Raymond
    Everybody Loves Raymond is a popular American sitcom that humorously portrays the everyday family life and conflicts of sportswriter Ray Barone and his overbearing relatives.
  • B. Roseanne
    Roseanne is an American sitcom that aired from 1988 to 1997, known for its realistic and often comedic portrayal of a working-class family led by Roseanne Barr.
  • C. Friday Night Dinner
    Friday Night Dinner is a British sitcom centered on the chaotic weekly Shabbat dinners of the Goodman family, known for its absurd humor and offbeat family dynamics.
  • D. The Nanny
    The Nanny is a popular 1990s American sitcom starring Fran Drescher as a flashy Queens nanny working for a wealthy Manhattan family.
  • E. Married... with Children
    Married... with Children is an American sitcom that follows the misadventures of the dysfunctional Bundy family, known for its irreverent humor and subversion of traditional family sitcom tropes.
  • 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: Patricia Heaton's Food for Family and Friends
Triple: [Patricia Heaton, hasWritten, Patricia Heaton's Food for Family and Friends]
Generated description
"Patricia Heaton's Food for Family and Friends" is a cookbook by actress Patricia Heaton featuring approachable, family-style recipes and entertaining ideas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Patricia Heaton's Food for Family and Friends
Target entity description: "Patricia Heaton's Food for Family and Friends" is a cookbook by actress Patricia Heaton featuring approachable, family-style recipes and entertaining ideas.
  • A. Everybody Loves Raymond
    Everybody Loves Raymond is a popular American sitcom that humorously portrays the everyday family life and conflicts of sportswriter Ray Barone and his overbearing relatives.
  • B. Roseanne
    Roseanne is an American sitcom that aired from 1988 to 1997, known for its realistic and often comedic portrayal of a working-class family led by Roseanne Barr.
  • C. Friday Night Dinner
    Friday Night Dinner is a British sitcom centered on the chaotic weekly Shabbat dinners of the Goodman family, known for its absurd humor and offbeat family dynamics.
  • D. The Nanny
    The Nanny is a popular 1990s American sitcom starring Fran Drescher as a flashy Queens nanny working for a wealthy Manhattan family.
  • E. Married... with Children
    Married... with Children is an American sitcom that follows the misadventures of the dysfunctional Bundy family, known for its irreverent humor and subversion of traditional family sitcom tropes.
  • 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_69ad85a8fd9c819095ecedf838d2bf1b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb66448fc8190a8582145f02bb1d9 completed March 8, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b33458130881908a2b47abd91f4ea8 completed March 12, 2026, 9:47 p.m.
NEDg Description generation batch_69b3389541a081909631f7cc0586d5e2 completed March 12, 2026, 10:05 p.m.
NED2 Entity disambiguation (via description) batch_69b338f4f9b48190bd3c8f89d3c6b9ba completed March 12, 2026, 10:06 p.m.
Created at: March 8, 2026, 3:14 p.m.