Triple

T19988866
Position Surface form Disambiguated ID Type / Status
Subject Susan Spungen E494005 entity
Predicate authorOf P4244 FINISHED
Object What’s a Hostess to Do?
"What’s a Hostess to Do?" is an entertaining and practical entertaining guide by food stylist and cookbook author Susan Spungen, offering tips, recipes, and strategies for stress-free hosting.
E1405888 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: What’s a Hostess to Do? | Statement: [Susan Spungen, authorOf, What’s a Hostess to Do?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: What’s a Hostess to Do?
Context triple: [Susan Spungen, authorOf, What’s a Hostess to Do?]
  • A. What’s a Girl to Do?
    "What’s a Girl to Do?" is a lighthearted contemporary novel by British author Eva Rice, known for its witty exploration of modern relationships and young women’s lives.
  • B. Hostess Quickly
    Hostess Quickly is a comic innkeeper in several of Shakespeare’s plays, known for her malapropisms, earthy humor, and association with the roguish Sir John Falstaff.
  • C. Everybody Ought to Have a Maid
    "Everybody Ought to Have a Maid" is a comic show tune from the Stephen Sondheim musical *A Funny Thing Happened on the Way to the Forum*, celebrating the supposed virtues of hiring a maid with tongue-in-cheek innuendo.
  • D. What's Up with That
    "What's Up with That" is a song by the American rock band ZZ Top, showcasing their signature blues-rock style.
  • E. Women of the House
    Women of the House is a mid-1990s American sitcom and spin-off of Designing Women that follows Suzanne Sugarbaker’s misadventures in Washington, D.C., featuring Patricia Heaton in a supporting role.
  • 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: What’s a Hostess to Do?
Triple: [Susan Spungen, authorOf, What’s a Hostess to Do?]
Generated description
"What’s a Hostess to Do?" is an entertaining and practical entertaining guide by food stylist and cookbook author Susan Spungen, offering tips, recipes, and strategies for stress-free hosting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: What’s a Hostess to Do?
Target entity description: "What’s a Hostess to Do?" is an entertaining and practical entertaining guide by food stylist and cookbook author Susan Spungen, offering tips, recipes, and strategies for stress-free hosting.
  • A. What’s a Girl to Do?
    "What’s a Girl to Do?" is a lighthearted contemporary novel by British author Eva Rice, known for its witty exploration of modern relationships and young women’s lives.
  • B. Hostess Quickly
    Hostess Quickly is a comic innkeeper in several of Shakespeare’s plays, known for her malapropisms, earthy humor, and association with the roguish Sir John Falstaff.
  • C. Everybody Ought to Have a Maid
    "Everybody Ought to Have a Maid" is a comic show tune from the Stephen Sondheim musical *A Funny Thing Happened on the Way to the Forum*, celebrating the supposed virtues of hiring a maid with tongue-in-cheek innuendo.
  • D. What's Up with That
    "What's Up with That" is a song by the American rock band ZZ Top, showcasing their signature blues-rock style.
  • E. Women of the House
    Women of the House is a mid-1990s American sitcom and spin-off of Designing Women that follows Suzanne Sugarbaker’s misadventures in Washington, D.C., featuring Patricia Heaton in a supporting role.
  • 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_69da626a67648190af9653832a3aeced completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65fddfee081909aa8cd6e279b2a7a completed April 20, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0804ffe4a88190a45e704f791f49f2 completed May 16, 2026, 5:47 a.m.
NEDg Description generation batch_6a08061f6aa08190a7c8b4fc55ea1400 completed May 16, 2026, 5:52 a.m.
NED2 Entity disambiguation (via description) batch_6a080706231c819081499808132fad82 completed May 16, 2026, 5:56 a.m.
Created at: April 11, 2026, 3:30 p.m.