Triple

T6463478
Position Surface form Disambiguated ID Type / Status
Subject Eve E142175 entity
Predicate notableWork P4 FINISHED
Object film "Barbershop 2: Back in Business"
"Barbershop 2: Back in Business" is a 2004 comedy film and sequel to "Barbershop," following Calvin and his crew as they confront gentrification and corporate competition in their tight-knit Chicago neighborhood barbershop.
 E328341 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: film "Barbershop 2: Back in Business" | Statement: [Eve, notableWork, film "Barbershop 2: Back in Business"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: film "Barbershop 2: Back in Business"
Context triple: [Eve, notableWork, film "Barbershop 2: Back in Business"]
  • A. Barbershop
    Barbershop is a 2002 American comedy film set in a Chicago barbershop, known for its ensemble cast, humorous yet heartfelt look at community life, and its role in launching a successful film franchise.
  • B. Grown Ups 2
    Grown Ups 2 is a 2013 American comedy film and sequel to Grown Ups, featuring Adam Sandler and his ensemble cast in a story about old friends navigating family life and middle age.
  • C. Big Momma's House 2
    Big Momma's House 2 is a 2006 comedy film and sequel to Big Momma's House, featuring Martin Lawrence as an undercover FBI agent who disguises himself as an elderly woman to solve a case.
  • D. Horrible Bosses 2
    Horrible Bosses 2 is a 2014 American comedy film and sequel that follows the original trio of disgruntled workers as they attempt a kidnapping scheme after a business venture goes wrong.
  • E. the Barber
    The Barber is a comedic character from Monty Python’s “The Lumberjack Song,” serving as the narrator who reveals his unexpected dream of becoming a lumberjack.
  • 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: film "Barbershop 2: Back in Business"
Triple: [Eve, notableWork, film "Barbershop 2: Back in Business"]
Generated description
"Barbershop 2: Back in Business" is a 2004 comedy film and sequel to "Barbershop," following Calvin and his crew as they confront gentrification and corporate competition in their tight-knit Chicago neighborhood barbershop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: film "Barbershop 2: Back in Business"
Target entity description: "Barbershop 2: Back in Business" is a 2004 comedy film and sequel to "Barbershop," following Calvin and his crew as they confront gentrification and corporate competition in their tight-knit Chicago neighborhood barbershop.
  • A. Barbershop chosen
    Barbershop is a 2002 American comedy film set in a Chicago barbershop, known for its ensemble cast, humorous yet heartfelt look at community life, and its role in launching a successful film franchise.
  • B. Grown Ups 2
    Grown Ups 2 is a 2013 American comedy film and sequel to Grown Ups, featuring Adam Sandler and his ensemble cast in a story about old friends navigating family life and middle age.
  • C. Big Momma's House 2
    Big Momma's House 2 is a 2006 comedy film and sequel to Big Momma's House, featuring Martin Lawrence as an undercover FBI agent who disguises himself as an elderly woman to solve a case.
  • D. Horrible Bosses 2
    Horrible Bosses 2 is a 2014 American comedy film and sequel that follows the original trio of disgruntled workers as they attempt a kidnapping scheme after a business venture goes wrong.
  • E. the Barber
    The Barber is a comedic character from Monty Python’s “The Lumberjack Song,” serving as the narrator who reveals his unexpected dream of becoming a lumberjack.
  • 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_69c008d2f91c8190a8178767a35e08fc completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c069f9b58081909412b9da753b9285 completed March 22, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653971f988190847187ae60b6eeb5 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c654907e1081908a322bd8ac03cd88 completed March 27, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69c654fafcd88190b28d49e9fe264246 completed March 27, 2026, 9:59 a.m.
Created at: March 22, 2026, 4:49 p.m.