Triple

T7780159
Position Surface form Disambiguated ID Type / Status
Subject Jennifer Margulis E221493 entity
Predicate notableWork P4 FINISHED
Object The Business of Baby
The Business of Baby is a nonfiction book by Jennifer Margulis that critically examines the American pregnancy, childbirth, and early parenting industries and how profit motives can influence medical and parenting practices.
E693197 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: The Business of Baby | Statement: [Jennifer Margulis, notableWork, The Business of Baby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Business of Baby
Context triple: [Jennifer Margulis, notableWork, The Business of Baby]
  • A. The Business of Being a Woman
    "The Business of Being a Woman" is a 1912 nonfiction book by muckraking journalist Ida Tarbell that examines women’s roles, work, and social responsibilities in early 20th-century American society.
  • B. The Business of Happiness
    The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
  • C. American Baby
    "American Baby" is a 2005 rock single by Dave Matthews Band known for its politically charged lyrics and prominent radio airplay.
  • D. The Blended Babies
    The Blended Babies are a hip-hop production duo known for their soulful, sample-heavy beats and collaborations with artists like Chance the Rapper, Asher Roth, and Kid Cudi.
  • E. Reconsider Baby
    "Reconsider Baby" is a classic blues song, famously covered by Eric Clapton on his 1994 album "From the Cradle."
  • 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: The Business of Baby
Triple: [Jennifer Margulis, notableWork, The Business of Baby]
Generated description
The Business of Baby is a nonfiction book by Jennifer Margulis that critically examines the American pregnancy, childbirth, and early parenting industries and how profit motives can influence medical and parenting practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Business of Baby
Target entity description: The Business of Baby is a nonfiction book by Jennifer Margulis that critically examines the American pregnancy, childbirth, and early parenting industries and how profit motives can influence medical and parenting practices.
  • A. The Business of Being a Woman
    "The Business of Being a Woman" is a 1912 nonfiction book by muckraking journalist Ida Tarbell that examines women’s roles, work, and social responsibilities in early 20th-century American society.
  • B. The Business of Happiness
    The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
  • C. American Baby
    "American Baby" is a 2005 rock single by Dave Matthews Band known for its politically charged lyrics and prominent radio airplay.
  • D. The Blended Babies
    The Blended Babies are a hip-hop production duo known for their soulful, sample-heavy beats and collaborations with artists like Chance the Rapper, Asher Roth, and Kid Cudi.
  • E. Reconsider Baby
    "Reconsider Baby" is a classic blues song, famously covered by Eric Clapton on his 1994 album "From the Cradle."
  • 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_69ca83ebbef881909ac47f789145fef7 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69caa4d6cf9881909f5220437db13cc7 completed March 30, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69caf5af0a6c819091f43ac7eda2065e completed March 30, 2026, 10:14 p.m.
NEDg Description generation batch_69caf81d934881908fa41ebd43f3b2e2 completed March 30, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69caf9f86d808190880f7bb2fc8d4fe3 completed March 30, 2026, 10:32 p.m.
Created at: March 30, 2026, 4:20 p.m.