Triple

T17903419
Position Surface form Disambiguated ID Type / Status
Subject Brian Buckner E447638 entity
Predicate notableWork P4 FINISHED
Object Friends episode "The One with the Fake Party"
"The One with the Fake Party" is a Season 4 episode of the sitcom Friends in which Rachel throws a last-minute going-away party to spend more time with Joshua, leading to a series of awkward and comedic situations.
 E1295441 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: Friends episode "The One with the Fake Party" | Statement: [Brian Buckner, notableWork, Friends episode "The One with the Fake Party"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Friends episode "The One with the Fake Party"
Context triple: [Brian Buckner, notableWork, Friends episode "The One with the Fake Party"]
  • A. The One with Phoebe's Wedding
    "The One with Phoebe's Wedding" is a late-season Friends episode centered on Phoebe and Mike's snowy, chaotic yet heartfelt wedding ceremony in front of the main characters.
  • B. The Last One (Friends)
    "The Last One" is the two-part series finale of the sitcom Friends, concluding the stories of the six main characters as they prepare to move on with their lives.
  • C. Friends: The Reunion
    Friends: The Reunion is a 2021 television special that reunites the main cast of the iconic sitcom "Friends" for a retrospective look at the series, featuring interviews, behind-the-scenes stories, and guest appearances.
  • D. New Girl episode "Kryptonite"
    "Kryptonite" is the second episode of the sitcom New Girl, notable for introducing the character Winston Bishop as one of Jess’s loft roommates.
  • E. The Simpsons episode "Duffless"
    "Duffless" is an episode of The Simpsons in which Homer gives up drinking after a visit to the Duff Brewery leads to his arrest for drunk driving.
  • 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: Friends episode "The One with the Fake Party"
Triple: [Brian Buckner, notableWork, Friends episode "The One with the Fake Party"]
Generated description
"The One with the Fake Party" is a Season 4 episode of the sitcom Friends in which Rachel throws a last-minute going-away party to spend more time with Joshua, leading to a series of awkward and comedic situations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Friends episode "The One with the Fake Party"
Target entity description: "The One with the Fake Party" is a Season 4 episode of the sitcom Friends in which Rachel throws a last-minute going-away party to spend more time with Joshua, leading to a series of awkward and comedic situations.
  • A. The One with Phoebe's Wedding
    "The One with Phoebe's Wedding" is a late-season Friends episode centered on Phoebe and Mike's snowy, chaotic yet heartfelt wedding ceremony in front of the main characters.
  • B. The Last One (Friends)
    "The Last One" is the two-part series finale of the sitcom Friends, concluding the stories of the six main characters as they prepare to move on with their lives.
  • C. Friends: The Reunion
    Friends: The Reunion is a 2021 television special that reunites the main cast of the iconic sitcom "Friends" for a retrospective look at the series, featuring interviews, behind-the-scenes stories, and guest appearances.
  • D. New Girl episode "Kryptonite"
    "Kryptonite" is the second episode of the sitcom New Girl, notable for introducing the character Winston Bishop as one of Jess’s loft roommates.
  • E. The Simpsons episode "Duffless"
    "Duffless" is an episode of The Simpsons in which Homer gives up drinking after a visit to the Duff Brewery leads to his arrest for drunk driving.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49e9a9cfc8190879fc36dfdeb562b completed April 19, 2026, 9:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a031b2a27748190b620da54b4222a37 completed May 12, 2026, 12:20 p.m.
NEDg Description generation batch_6a031c78ca108190ae678979ed85ba55 completed May 12, 2026, 12:26 p.m.
NED2 Entity disambiguation (via description) batch_6a031db7eed88190bc3d4e157be7b5fc completed May 12, 2026, 12:31 p.m.
Created at: April 10, 2026, 10:19 a.m.