Triple

T4505200
Position Surface form Disambiguated ID Type / Status
Subject Euphoria E101315 entity
Predicate specialEpisode P2757 FINISHED
Object Trouble Don’t Last Always
"Trouble Don’t Last Always" is a special standalone episode of the HBO drama series *Euphoria* that focuses on Rue’s emotional struggles in the aftermath of the Season 1 finale.
 E447657 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: Trouble Don’t Last Always | Statement: [Euphoria, specialEpisode, Trouble Don’t Last Always]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Trouble Don’t Last Always
Context triple: [Euphoria, specialEpisode, Trouble Don’t Last Always]
  • A. Ya Got Trouble
    "Ya Got Trouble" is a fast-talking, patter-style song from the Broadway musical *The Music Man* in which con man Harold Hill whips a small town into a moral panic to help sell his boys' band scheme.
  • B. Ain't That Asking for Trouble
    "Ain't That Asking for Trouble" is a song featured on Stevie Wonder’s 1966 Motown album "Up-Tight."
  • C. Trouble Will Find Me
    Trouble Will Find Me is a critically acclaimed 2013 indie rock album by American band The National, noted for its melancholic tone and introspective songwriting.
  • D. You Ain’t Alone
    "You Ain’t Alone" is a soulful, emotionally charged track by Alabama Shakes that showcases Brittany Howard’s powerful vocals and the band’s blues-rock sensibilities.
  • E. The Trouble I’ve Seen
    The Trouble I’ve Seen is a collection of Depression-era short stories by journalist and war correspondent Martha Gellhorn, noted for its stark, compassionate portrayal of social hardship in 1930s America.
  • 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: Trouble Don’t Last Always
Triple: [Euphoria, specialEpisode, Trouble Don’t Last Always]
Generated description
"Trouble Don’t Last Always" is a special standalone episode of the HBO drama series *Euphoria* that focuses on Rue’s emotional struggles in the aftermath of the Season 1 finale.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Trouble Don’t Last Always
Target entity description: "Trouble Don’t Last Always" is a special standalone episode of the HBO drama series *Euphoria* that focuses on Rue’s emotional struggles in the aftermath of the Season 1 finale.
  • A. Ya Got Trouble
    "Ya Got Trouble" is a fast-talking, patter-style song from the Broadway musical *The Music Man* in which con man Harold Hill whips a small town into a moral panic to help sell his boys' band scheme.
  • B. Ain't That Asking for Trouble
    "Ain't That Asking for Trouble" is a song featured on Stevie Wonder’s 1966 Motown album "Up-Tight."
  • C. Trouble Will Find Me
    Trouble Will Find Me is a critically acclaimed 2013 indie rock album by American band The National, noted for its melancholic tone and introspective songwriting.
  • D. You Ain’t Alone
    "You Ain’t Alone" is a soulful, emotionally charged track by Alabama Shakes that showcases Brittany Howard’s powerful vocals and the band’s blues-rock sensibilities.
  • E. The Trouble I’ve Seen
    The Trouble I’ve Seen is a collection of Depression-era short stories by journalist and war correspondent Martha Gellhorn, noted for its stark, compassionate portrayal of social hardship in 1930s America.
  • 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_69bd43d175248190894dc58b5b395c26 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd56fe17608190ae5dc27052b7c337 completed March 20, 2026, 2:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd6f9961ac8190954b2d352d2319fb completed March 20, 2026, 4:02 p.m.
NEDg Description generation batch_69bd705e0e848190a73e7ddb569f0e37 completed March 20, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69bd71b41664819091bd4f75d4634943 completed March 20, 2026, 4:11 p.m.
Created at: March 20, 2026, 1:01 p.m.