Triple

T14714626
Position Surface form Disambiguated ID Type / Status
Subject Pamela Ribon E345644 entity
Predicate notableWork P4 FINISHED
Object Why Moms Are Weird
"Why Moms Are Weird" is a humorous contemporary novel by Pamela Ribon that explores the complexities of family, grief, and adult relationships through the eyes of a quirky young woman returning home to help her eccentric mother.
E1116468 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: Why Moms Are Weird | Statement: [Pamela Ribon, notableWork, Why Moms Are Weird]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Why Moms Are Weird
Context triple: [Pamela Ribon, notableWork, Why Moms Are Weird]
  • A. Moms I’d Like to Follow
    Moms I’d Like to Follow is a playful, social media–inspired phrase that recasts the sexualized “MILF” acronym into a lighthearted nod to mothers admired online for their lifestyle, content, or personal brand.
  • B. Odd Mom Out
    Odd Mom Out is a satirical comedy television series that parodies the lives of ultra-wealthy Manhattan mothers on New York’s Upper East Side.
  • C. The Bad Mother's Handbook
    The Bad Mother's Handbook is a British television drama, adapted from Kate Long's novel, that explores the complex, often humorous relationships among three generations of women in the same family.
  • D. Now I’m Your Mom
    "Now I’m Your Mom" is a track by the experimental pop group (or artist) behind the release "Uh-Oh," likely characterized by offbeat, genre-blending production and unconventional lyrics.
  • E. Mothers Are Women
    Mothers Are Women is a Canadian documentary film by Bonnie Sherr Klein that explores the lives and challenges of disabled mothers.
  • 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: Why Moms Are Weird
Triple: [Pamela Ribon, notableWork, Why Moms Are Weird]
Generated description
"Why Moms Are Weird" is a humorous contemporary novel by Pamela Ribon that explores the complexities of family, grief, and adult relationships through the eyes of a quirky young woman returning home to help her eccentric mother.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Why Moms Are Weird
Target entity description: "Why Moms Are Weird" is a humorous contemporary novel by Pamela Ribon that explores the complexities of family, grief, and adult relationships through the eyes of a quirky young woman returning home to help her eccentric mother.
  • A. Moms I’d Like to Follow
    Moms I’d Like to Follow is a playful, social media–inspired phrase that recasts the sexualized “MILF” acronym into a lighthearted nod to mothers admired online for their lifestyle, content, or personal brand.
  • B. Odd Mom Out
    Odd Mom Out is a satirical comedy television series that parodies the lives of ultra-wealthy Manhattan mothers on New York’s Upper East Side.
  • C. The Bad Mother's Handbook
    The Bad Mother's Handbook is a British television drama, adapted from Kate Long's novel, that explores the complex, often humorous relationships among three generations of women in the same family.
  • D. Now I’m Your Mom
    "Now I’m Your Mom" is a track by the experimental pop group (or artist) behind the release "Uh-Oh," likely characterized by offbeat, genre-blending production and unconventional lyrics.
  • E. Mothers Are Women
    Mothers Are Women is a Canadian documentary film by Bonnie Sherr Klein that explores the lives and challenges of disabled mothers.
  • 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_69d822e4a8c08190a155df736bb7bc13 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb98513b081908b230f6ac79c72ad completed April 14, 2026, 10:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf0913d6c8190886df4cd0a92aa80 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf3f89f088190ab745bddcc99a36c completed May 8, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_69fdf47f265c8190a5494dcc7baf00fa completed May 8, 2026, 2:34 p.m.
Created at: April 10, 2026, 1:29 a.m.