Triple

T5045540
Position Surface form Disambiguated ID Type / Status
Subject Paramore E113651 entity
Predicate album P1995 FINISHED
Object After Laughter
After Laughter is Paramore’s fifth studio album, marking a stylistic shift toward bright, 1980s-influenced pop-rock with introspective, emotionally candid lyrics.
 E488739 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: After Laughter | Statement: [Paramore, album, After Laughter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: After Laughter
Context triple: [Paramore, album, After Laughter]
  • A. Who’s Laughing Now
    "Who’s Laughing Now" is a pop song by English singer Jessie J that addresses bullying and empowerment through its defiant, self-affirming lyrics.
  • B. Cry to Laugh
    "Cry to Laugh" is a song featured on the album *Heigh Ho* by American singer-songwriter Blake Mills.
  • C. The Fun of It
    The Fun of It is a 1932 memoir by pioneering aviator Amelia Earhart, recounting her experiences in early aviation and encouraging women to pursue flying.
  • D. A Tear to a Smile
    A Tear to a Smile is a 1975 jazz-funk and soul album by vibraphonist Roy Ayers, showcasing his smooth grooves, lush arrangements, and early fusion of jazz with R&B influences.
  • E. Laughing Matter
    Laughing Matter is a studio album by the American experimental rock band Wand, noted for its atmospheric sound and introspective songwriting.
  • 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: After Laughter
Triple: [Paramore, album, After Laughter]
Generated description
After Laughter is Paramore’s fifth studio album, marking a stylistic shift toward bright, 1980s-influenced pop-rock with introspective, emotionally candid lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: After Laughter
Target entity description: After Laughter is Paramore’s fifth studio album, marking a stylistic shift toward bright, 1980s-influenced pop-rock with introspective, emotionally candid lyrics.
  • A. Who’s Laughing Now
    "Who’s Laughing Now" is a pop song by English singer Jessie J that addresses bullying and empowerment through its defiant, self-affirming lyrics.
  • B. Cry to Laugh
    "Cry to Laugh" is a song featured on the album *Heigh Ho* by American singer-songwriter Blake Mills.
  • C. The Fun of It
    The Fun of It is a 1932 memoir by pioneering aviator Amelia Earhart, recounting her experiences in early aviation and encouraging women to pursue flying.
  • D. A Tear to a Smile
    A Tear to a Smile is a 1975 jazz-funk and soul album by vibraphonist Roy Ayers, showcasing his smooth grooves, lush arrangements, and early fusion of jazz with R&B influences.
  • E. Laughing Matter
    Laughing Matter is a studio album by the American experimental rock band Wand, noted for its atmospheric sound and introspective songwriting.
  • 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_69bd44391fc48190a311ce9c826c209b completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73fe99688190961708f5d8eb6bff completed March 20, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c8e1fc481908faf1042ee7f49e9 completed March 21, 2026, 1:26 p.m.
NEDg Description generation batch_69be9d517df88190bcd682badaca96c8 completed March 21, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_69be9dea9de48190805b1e3527b47a00 completed March 21, 2026, 1:32 p.m.
Created at: March 20, 2026, 1:37 p.m.