Triple

T15964733
Position Surface form Disambiguated ID Type / Status
Subject Kaui Hart Hemmings E387156 entity
Predicate notableWork P4 FINISHED
Object How to Party With an Infant
How to Party With an Infant is a humorous contemporary novel by Kaui Hart Hemmings that follows a single mother navigating parenthood, friendship, and social expectations in San Francisco.
E1187141 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: How to Party With an Infant | Statement: [Kaui Hart Hemmings, notableWork, How to Party With an Infant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Party With an Infant
Context triple: [Kaui Hart Hemmings, notableWork, How to Party With an Infant]
  • A. The Baby Party
    The Baby Party is a short story by F. Scott Fitzgerald that satirically portrays the tensions and disillusionment of young middle-class parents through a children's party that spirals into adult conflict.
  • B. 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.
  • C. Your Baby, Your Way
    "Your Baby, Your Way" is a parenting and childbirth book by Jennifer Margulis that challenges conventional medical practices and encourages parents to make informed, individualized choices about pregnancy, birth, and infant care.
  • D. Como un Bebé
    "Como un Bebé" is a song by the Puerto Rican reggaeton duo Oasis, known for its romantic urban style and infectious Latin rhythm.
  • E. What Happens at the Party
    "What Happens at the Party" is a dance-pop/party track by LMFAO from their debut album "Party Rock," known for its energetic beats and party-themed lyrics.
  • 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: How to Party With an Infant
Triple: [Kaui Hart Hemmings, notableWork, How to Party With an Infant]
Generated description
How to Party With an Infant is a humorous contemporary novel by Kaui Hart Hemmings that follows a single mother navigating parenthood, friendship, and social expectations in San Francisco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Party With an Infant
Target entity description: How to Party With an Infant is a humorous contemporary novel by Kaui Hart Hemmings that follows a single mother navigating parenthood, friendship, and social expectations in San Francisco.
  • A. The Baby Party
    The Baby Party is a short story by F. Scott Fitzgerald that satirically portrays the tensions and disillusionment of young middle-class parents through a children's party that spirals into adult conflict.
  • B. 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.
  • C. Your Baby, Your Way
    "Your Baby, Your Way" is a parenting and childbirth book by Jennifer Margulis that challenges conventional medical practices and encourages parents to make informed, individualized choices about pregnancy, birth, and infant care.
  • D. Como un Bebé
    "Como un Bebé" is a song by the Puerto Rican reggaeton duo Oasis, known for its romantic urban style and infectious Latin rhythm.
  • E. What Happens at the Party
    "What Happens at the Party" is a dance-pop/party track by LMFAO from their debut album "Party Rock," known for its energetic beats and party-themed lyrics.
  • 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_69d86da94ccc819083d187f5dc6a123e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1572475948190af0e3b12de0f6cea completed April 16, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe84f4888190b3fdb5f32763f78d completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbfcbe93c819097df2c4da159b352 completed May 9, 2026, 11:14 p.m.
NED2 Entity disambiguation (via description) batch_69ffc09df25481908674f306b0f96f95 completed May 9, 2026, 11:17 p.m.
Created at: April 10, 2026, 4:54 a.m.