Triple

T15506528
Position Surface form Disambiguated ID Type / Status
Subject Sam Levenson E379095 entity
Predicate notableWork P4 FINISHED
Object You Don’t Have to Be in Who’s Who to Know What’s What
"You Don’t Have to Be in Who’s Who to Know What’s What" is a humorous, anecdotal book of wit and wisdom by American humorist and television personality Sam Levenson.
E1160983 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: You Don’t Have to Be in Who’s Who to Know What’s What | Statement: [Sam Levenson, notableWork, You Don’t Have to Be in Who’s Who to Know What’s What]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: You Don’t Have to Be in Who’s Who to Know What’s What
Context triple: [Sam Levenson, notableWork, You Don’t Have to Be in Who’s Who to Know What’s What]
  • A. It Ain’t Necessarily So
    "It Ain’t Necessarily So" is a famous song from George Gershwin’s opera *Porgy and Bess*, known for its jazzy style and skeptical lyrics about biblical stories.
  • B. Don’t Know Much
    "Don’t Know Much" is a popular 1989 adult contemporary ballad best known for Linda Ronstadt’s Grammy-winning duet version with Aaron Neville.
  • C. What They Don’t Know
    "What They Don’t Know" is a track from DMX’s 2001 hip-hop album *The Great Depression*, featuring artists Sisqó and Drag-On.
  • D. The Sense of Humor
    The Sense of Humor is a 1921 book by American writer and critic Max Eastman that explores the nature, psychology, and social role of humor.
  • E. Say It Isn’t So
    "Say It Isn’t So" is a 1983 pop-rock single by American duo Daryl Hall & John Oates, known for its catchy hooks and success on the Billboard charts.
  • 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: You Don’t Have to Be in Who’s Who to Know What’s What
Triple: [Sam Levenson, notableWork, You Don’t Have to Be in Who’s Who to Know What’s What]
Generated description
"You Don’t Have to Be in Who’s Who to Know What’s What" is a humorous, anecdotal book of wit and wisdom by American humorist and television personality Sam Levenson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: You Don’t Have to Be in Who’s Who to Know What’s What
Target entity description: "You Don’t Have to Be in Who’s Who to Know What’s What" is a humorous, anecdotal book of wit and wisdom by American humorist and television personality Sam Levenson.
  • A. It Ain’t Necessarily So
    "It Ain’t Necessarily So" is a famous song from George Gershwin’s opera *Porgy and Bess*, known for its jazzy style and skeptical lyrics about biblical stories.
  • B. Don’t Know Much
    "Don’t Know Much" is a popular 1989 adult contemporary ballad best known for Linda Ronstadt’s Grammy-winning duet version with Aaron Neville.
  • C. What They Don’t Know
    "What They Don’t Know" is a track from DMX’s 2001 hip-hop album *The Great Depression*, featuring artists Sisqó and Drag-On.
  • D. The Sense of Humor
    The Sense of Humor is a 1921 book by American writer and critic Max Eastman that explores the nature, psychology, and social role of humor.
  • E. Say It Isn’t So
    "Say It Isn’t So" is a 1983 pop-rock single by American duo Daryl Hall & John Oates, known for its catchy hooks and success on the Billboard charts.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcea8888190a7b69aca360183c3 completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff366e472c819093472da2a49593c6 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff38053b508190827b8dc967e8ab09 completed May 9, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69ff390304ac81909e82e908e5d3ea3c completed May 9, 2026, 1:39 p.m.
Created at: April 10, 2026, 3:55 a.m.