Triple

T10981954
Position Surface form Disambiguated ID Type / Status
Subject Bruce McCulloch E259528 entity
Predicate performedIn P795 FINISHED
Object Workin' Moms
Workin' Moms is a Canadian comedy-drama television series that follows a group of mothers navigating the challenges of parenthood, careers, and relationships.
 E897164 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: Workin' Moms | Statement: [Bruce McCulloch, performedIn, Workin' Moms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Workin' Moms
Context triple: [Bruce McCulloch, performedIn, Workin' Moms]
  • A. Workaholics
    Workaholics is an American sitcom about three slacker friends who work together at a telemarketing company, known for its absurd, stoner-style workplace comedy.
  • B. American Housewife
    American Housewife is a U.S. sitcom that humorously follows a strong-willed mother navigating family life and social pressures in an affluent suburban town.
  • C. The Single Moms Club
    The Single Moms Club is a 2014 comedy-drama film written and directed by Tyler Perry that follows a group of single mothers who form a support group and unexpected friendship.
  • D. Mike & Molly
    Mike & Molly is an American sitcom that follows the relationship and everyday lives of a Chicago couple who meet at an Overeaters Anonymous meeting.
  • E. This Is Us
    This Is Us is an American television drama series that follows the intertwined lives of the Pearson family across multiple timelines, exploring themes of love, loss, and identity.
  • 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: Workin' Moms
Triple: [Bruce McCulloch, performedIn, Workin' Moms]
Generated description
Workin' Moms is a Canadian comedy-drama television series that follows a group of mothers navigating the challenges of parenthood, careers, and relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Workin' Moms
Target entity description: Workin' Moms is a Canadian comedy-drama television series that follows a group of mothers navigating the challenges of parenthood, careers, and relationships.
  • A. Workaholics
    Workaholics is an American sitcom about three slacker friends who work together at a telemarketing company, known for its absurd, stoner-style workplace comedy.
  • B. American Housewife
    American Housewife is a U.S. sitcom that humorously follows a strong-willed mother navigating family life and social pressures in an affluent suburban town.
  • C. The Single Moms Club
    The Single Moms Club is a 2014 comedy-drama film written and directed by Tyler Perry that follows a group of single mothers who form a support group and unexpected friendship.
  • D. Mike & Molly
    Mike & Molly is an American sitcom that follows the relationship and everyday lives of a Chicago couple who meet at an Overeaters Anonymous meeting.
  • E. This Is Us
    This Is Us is an American television drama series that follows the intertwined lives of the Pearson family across multiple timelines, exploring themes of love, loss, and identity.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d772eb518c8190a885a417815f2ff6 completed April 9, 2026, 9:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d7d57a6c8190bcde1d7267708b3a completed April 18, 2026, 1:01 a.m.
NEDg Description generation batch_69e2ff21f7ac81908462ed031f6d3edd completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e3263a8a788190b06f05c0aab860c1 completed April 18, 2026, 6:35 a.m.
Created at: April 8, 2026, 9:24 p.m.