Triple

T6369651
Position Surface form Disambiguated ID Type / Status
Subject Sherri Shepherd E143314 entity
Predicate notableWork P4 FINISHED
Object Less Than Perfect
Less Than Perfect is an American sitcom that aired in the early 2000s, following the comedic workplace and personal misadventures of a young woman and her quirky colleagues at a television news network.
E588014 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: Less Than Perfect | Statement: [Sherri Shepherd, notableWork, Less Than Perfect]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Less Than Perfect
Context triple: [Sherri Shepherd, notableWork, Less Than Perfect]
  • A. Less Than One
    Less Than One is a collection of autobiographical essays and literary criticism by Joseph Brodsky that reflects on his life, exile, and the nature of art and language.
  • B. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • C. My Best Was Never Good Enough
    "My Best Was Never Good Enough" is a sardonic, narrative-driven song by Bruce Springsteen that closes his 1995 album *The Ghost of Tom Joad* with dark humor and social commentary.
  • D. Nobody’s Perfect
    "Nobody’s Perfect" is a pop-R&B song by English singer Jessie J, known for its powerful vocals and themes of self-acceptance and imperfection.
  • E. Nobody's Perfect
    "Nobody's Perfect" is a memoir by Academy Award–winning deaf actress Marlee Matlin, in which she recounts her life, career, and experiences with deafness and Hollywood.
  • 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: Less Than Perfect
Triple: [Sherri Shepherd, notableWork, Less Than Perfect]
Generated description
Less Than Perfect is an American sitcom that aired in the early 2000s, following the comedic workplace and personal misadventures of a young woman and her quirky colleagues at a television news network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Less Than Perfect
Target entity description: Less Than Perfect is an American sitcom that aired in the early 2000s, following the comedic workplace and personal misadventures of a young woman and her quirky colleagues at a television news network.
  • A. Less Than One
    Less Than One is a collection of autobiographical essays and literary criticism by Joseph Brodsky that reflects on his life, exile, and the nature of art and language.
  • B. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • C. My Best Was Never Good Enough
    "My Best Was Never Good Enough" is a sardonic, narrative-driven song by Bruce Springsteen that closes his 1995 album *The Ghost of Tom Joad* with dark humor and social commentary.
  • D. Nobody’s Perfect
    "Nobody’s Perfect" is a pop-R&B song by English singer Jessie J, known for its powerful vocals and themes of self-acceptance and imperfection.
  • E. Nobody's Perfect
    "Nobody's Perfect" is a memoir by Academy Award–winning deaf actress Marlee Matlin, in which she recounts her life, career, and experiences with deafness and Hollywood.
  • 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_69c008d8c61081908bcaf61510d881ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c068265a7481908571be7ea4ac11b7 completed March 22, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d8bce3481909b0bf7533b330d1f completed March 27, 2026, 7:11 a.m.
NEDg Description generation batch_69c62e2072808190a4f2dd262b631c88 completed March 27, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69c62f1bbdac8190b0cff9fbcddd68a7 completed March 27, 2026, 7:17 a.m.
Created at: March 22, 2026, 4:33 p.m.