Triple

T8032818
Position Surface form Disambiguated ID Type / Status
Subject Hello Ladies E187027 entity
Predicate basedOn P98 FINISHED
Object Hello Ladies (stand-up show)
Hello Ladies (stand-up show) is a stand-up comedy special by Stephen Merchant, featuring his observational humor about dating, social awkwardness, and modern relationships.
 E187029 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: Hello Ladies (stand-up show) | Statement: [Hello Ladies, basedOn, Hello Ladies (stand-up show)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hello Ladies (stand-up show)
Context triple: [Hello Ladies, basedOn, Hello Ladies (stand-up show)]
  • A. Hello Ladies (TV series)
    Hello Ladies is a comedy television series created by and starring Stephen Merchant, following an awkward Englishman's misadventures in the Los Angeles dating scene.
  • B. Hello Ladies: The Movie
    Hello Ladies: The Movie is a 2014 comedy film continuation of Stephen Merchant’s HBO series "Hello Ladies," following an awkward British web designer’s misadventures in Los Angeles dating culture.
  • C. Sex & the City (stand-up show)
    Sex & the City is a solo stand-up comedy show by Julia Sweeney in which she humorously reflects on relationships, sexuality, and modern womanhood.
  • D. Queens of Comedy
    Queens of Comedy is a stand-up comedy tour and film featuring Mo'Nique and other prominent Black female comedians delivering bold, unapologetic performances.
  • E. Showgirls: The Musical
    Showgirls: The Musical is a stage adaptation of the cult 1995 film "Showgirls," reimagined as a campy, satirical musical comedy.
  • 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: Hello Ladies (stand-up show)
Triple: [Hello Ladies, basedOn, Hello Ladies (stand-up show)]
Generated description
Hello Ladies (stand-up show) is a stand-up comedy special by Stephen Merchant, featuring his observational humor about dating, social awkwardness, and modern relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hello Ladies (stand-up show)
Target entity description: Hello Ladies (stand-up show) is a stand-up comedy special by Stephen Merchant, featuring his observational humor about dating, social awkwardness, and modern relationships.
  • A. Hello Ladies (TV series) chosen
    Hello Ladies is a comedy television series created by and starring Stephen Merchant, following an awkward Englishman's misadventures in the Los Angeles dating scene.
  • B. Hello Ladies: The Movie
    Hello Ladies: The Movie is a 2014 comedy film continuation of Stephen Merchant’s HBO series "Hello Ladies," following an awkward British web designer’s misadventures in Los Angeles dating culture.
  • C. Sex & the City (stand-up show)
    Sex & the City is a solo stand-up comedy show by Julia Sweeney in which she humorously reflects on relationships, sexuality, and modern womanhood.
  • D. Queens of Comedy
    Queens of Comedy is a stand-up comedy tour and film featuring Mo'Nique and other prominent Black female comedians delivering bold, unapologetic performances.
  • E. Showgirls: The Musical
    Showgirls: The Musical is a stage adaptation of the cult 1995 film "Showgirls," reimagined as a campy, satirical musical comedy.
  • F. None of above.

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_69ca82ae2d1081909dbfee42b41db419 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3ef18da48190835454a5eb969da7 completed March 31, 2026, 3:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56ede1ac8190afd8a050e9a25851 completed March 31, 2026, 11:21 p.m.
NEDg Description generation batch_69cc58abd96c8190ab9eeaece67d5408 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cc2f71081909cb7c0c245368edb completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:22 p.m.