Triple

T8032947
Position Surface form Disambiguated ID Type / Status
Subject Hello Ladies: The Movie E187030 entity
Predicate partOf P40 FINISHED
Object Hello Ladies franchise
The Hello Ladies franchise is a comedy series created by and starring Stephen Merchant that follows the awkward romantic misadventures of a socially inept Englishman navigating the Los Angeles dating scene.
 E187030 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 franchise | Statement: [Hello Ladies: The Movie, partOf, Hello Ladies franchise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hello Ladies franchise
Context triple: [Hello Ladies: The Movie, partOf, Hello Ladies franchise]
  • 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. Hello Ladies
    Hello Ladies is a comedy television series created by Stephen Merchant that follows a socially awkward Englishman navigating the Los Angeles dating scene.
  • D. Ladies
    The Ladies are the women's athletic teams representing Centenary College of Louisiana in intercollegiate sports.
  • E. Sexy Ladies
    "Sexy Ladies" is an R&B/hip-hop–influenced track by Justin Timberlake from his 2006 album FutureSex/LoveSounds, showcasing his sleek production and seductive lyrical style.
  • 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 franchise
Triple: [Hello Ladies: The Movie, partOf, Hello Ladies franchise]
Generated description
The Hello Ladies franchise is a comedy series created by and starring Stephen Merchant that follows the awkward romantic misadventures of a socially inept Englishman navigating the Los Angeles dating scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hello Ladies franchise
Target entity description: The Hello Ladies franchise is a comedy series created by and starring Stephen Merchant that follows the awkward romantic misadventures of a socially inept Englishman navigating the Los Angeles dating scene.
  • 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 chosen
    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. Hello Ladies
    Hello Ladies is a comedy television series created by Stephen Merchant that follows a socially awkward Englishman navigating the Los Angeles dating scene.
  • D. Ladies
    The Ladies are the women's athletic teams representing Centenary College of Louisiana in intercollegiate sports.
  • E. Sexy Ladies
    "Sexy Ladies" is an R&B/hip-hop–influenced track by Justin Timberlake from his 2006 album FutureSex/LoveSounds, showcasing his sleek production and seductive lyrical style.
  • 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.