Triple

T8267324
Position Surface form Disambiguated ID Type / Status
Subject Lesley Stahl E193332 entity
Predicate notableWork P4 FINISHED
Object Becoming Grandma: The Joys and Science of the New Grandparenting
"Becoming Grandma: The Joys and Science of the New Grandparenting" is a nonfiction book that blends personal stories, interviews, and research to explore the emotional, social, and scientific dimensions of modern grandparenthood.
E722649 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: Becoming Grandma: The Joys and Science of the New Grandparenting | Statement: [Lesley Stahl, notableWork, Becoming Grandma: The Joys and Science of the New Grandparenting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Becoming Grandma: The Joys and Science of the New Grandparenting
Context triple: [Lesley Stahl, notableWork, Becoming Grandma: The Joys and Science of the New Grandparenting]
  • A. Things the Grandchildren Should Know
    Things the Grandchildren Should Know is a memoir by Eels frontman Mark Oliver Everett, reflecting on his unconventional childhood, family tragedies, and life in music.
  • B. Cracking the Aging Code
    Cracking the Aging Code is a science book co-authored by Dorian Sagan that explores the biological mechanisms and evolutionary logic behind aging.
  • C. Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love
    "Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love" is a nonfiction book by Jennifer Margulis that shares humorous and insightful real-life anecdotes about the challenges and joys of parenting toddlers.
  • D. How I Taught My Grandmother to Read and Other Stories
    "How I Taught My Grandmother to Read and Other Stories" is a popular collection of short, inspirational stories by Indian author Sudha Murty, often read in schools for its simple language and strong moral themes.
  • E. The Problems of Parenthood
    "The Problems of Parenthood" is an episode of the nature documentary series *The Life of Birds* that explores how different bird species care for, protect, and raise their young.
  • 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: Becoming Grandma: The Joys and Science of the New Grandparenting
Triple: [Lesley Stahl, notableWork, Becoming Grandma: The Joys and Science of the New Grandparenting]
Generated description
"Becoming Grandma: The Joys and Science of the New Grandparenting" is a nonfiction book that blends personal stories, interviews, and research to explore the emotional, social, and scientific dimensions of modern grandparenthood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Becoming Grandma: The Joys and Science of the New Grandparenting
Target entity description: "Becoming Grandma: The Joys and Science of the New Grandparenting" is a nonfiction book that blends personal stories, interviews, and research to explore the emotional, social, and scientific dimensions of modern grandparenthood.
  • A. Things the Grandchildren Should Know
    Things the Grandchildren Should Know is a memoir by Eels frontman Mark Oliver Everett, reflecting on his unconventional childhood, family tragedies, and life in music.
  • B. Cracking the Aging Code
    Cracking the Aging Code is a science book co-authored by Dorian Sagan that explores the biological mechanisms and evolutionary logic behind aging.
  • C. Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love
    "Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love" is a nonfiction book by Jennifer Margulis that shares humorous and insightful real-life anecdotes about the challenges and joys of parenting toddlers.
  • D. How I Taught My Grandmother to Read and Other Stories
    "How I Taught My Grandmother to Read and Other Stories" is a popular collection of short, inspirational stories by Indian author Sudha Murty, often read in schools for its simple language and strong moral themes.
  • E. The Problems of Parenthood
    "The Problems of Parenthood" is an episode of the nature documentary series *The Life of Birds* that explores how different bird species care for, protect, and raise their young.
  • 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_69ca82e081d48190986beaa51f498ab9 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb794fc4208190b268bc69ff2b28a9 completed March 31, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd6833065c8190945e88022ad2869d completed April 1, 2026, 6:47 p.m.
NEDg Description generation batch_69cd6d4fa17481909f28ad7eb9bceb42 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7df568788190a5a219baa65a6a19 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:50 p.m.