Triple

T597765
Position Surface form Disambiguated ID Type / Status
Subject It's Always Sunny in Philadelphia E11423 entity
Predicate notableEpisode P2757 FINISHED
Object Charlie Work
"Charlie Work" is a critically acclaimed, single-take–style episode of *It's Always Sunny in Philadelphia* that follows Charlie as he frantically orchestrates an elaborate scheme to save Paddy’s Pub from a surprise inspection.
E75267 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: Charlie Work | Statement: [It's Always Sunny in Philadelphia, notableEpisode, Charlie Work]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charlie Work
Context triple: [It's Always Sunny in Philadelphia, notableEpisode, Charlie Work]
  • A. Gary Works
    Gary Works is a large integrated steel mill complex in Gary, Indiana, and one of the primary production facilities of the U.S. steel industry.
  • B. Sam Wheeler
    Sam Wheeler is the father of Ted Wheeler, the mayor of Portland, Oregon.
  • C. Steve Owen
    Steve Owen was a legendary NFL head coach best known for leading the New York Giants for nearly a quarter century and pioneering modern defensive strategies.
  • D. Charles Walters
    Charles Walters was an American film director and choreographer best known for his work on classic MGM musicals in the mid-20th century.
  • E. Douglas Kirk
    Douglas Kirk is an individual notable enough to be recognized as a prominent bearer of the surname Kirk.
  • 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: Charlie Work
Triple: [It's Always Sunny in Philadelphia, notableEpisode, Charlie Work]
Generated description
"Charlie Work" is a critically acclaimed, single-take–style episode of *It's Always Sunny in Philadelphia* that follows Charlie as he frantically orchestrates an elaborate scheme to save Paddy’s Pub from a surprise inspection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charlie Work
Target entity description: "Charlie Work" is a critically acclaimed, single-take–style episode of *It's Always Sunny in Philadelphia* that follows Charlie as he frantically orchestrates an elaborate scheme to save Paddy’s Pub from a surprise inspection.
  • A. Gary Works
    Gary Works is a large integrated steel mill complex in Gary, Indiana, and one of the primary production facilities of the U.S. steel industry.
  • B. Sam Wheeler
    Sam Wheeler is the father of Ted Wheeler, the mayor of Portland, Oregon.
  • C. Steve Owen
    Steve Owen was a legendary NFL head coach best known for leading the New York Giants for nearly a quarter century and pioneering modern defensive strategies.
  • D. Charles Walters
    Charles Walters was an American film director and choreographer best known for his work on classic MGM musicals in the mid-20th century.
  • E. Douglas Kirk
    Douglas Kirk is an individual notable enough to be recognized as a prominent bearer of the surname Kirk.
  • 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_69a4932779b881908688590d59c71900 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d2b98d08190a1c1e8659efdfd75 completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5216e11248190a8c564a482d649a6 completed March 2, 2026, 5:34 a.m.
NEDg Description generation batch_69a521ce19e08190aadeb913977c2d2e completed March 2, 2026, 5:36 a.m.
NED2 Entity disambiguation (via description) batch_69a5226144f881908e0d1add6be6e156 completed March 2, 2026, 5:38 a.m.
Created at: March 1, 2026, 7:35 p.m.