Triple

T8426472
Position Surface form Disambiguated ID Type / Status
Subject Marshmello E199006 entity
Predicate notableWork P4 FINISHED
Object Happier
"Happier" is a 2018 electronic pop song by Marshmello featuring Bastille that became a global hit for its emotional lyrics and uplifting yet bittersweet sound.
 E733309 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: Happier | Statement: [Marshmello, notableWork, Happier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Happier
Context triple: [Marshmello, notableWork, Happier]
  • A. Happier Than the Morning Sun
    "Happier Than the Morning Sun" is a soulful Stevie Wonder song known for its warm, optimistic lyrics and rich, layered production from his early-1970s creative period.
  • B. Happiness Alone
    "Happiness Alone" is a song featured on the country music album *No Time to Kill* by Clint Black.
  • C. Happiness Is
    "Happiness Is" was the light-hearted, upbeat musical theme used for the halftime show of Super Bowl VII.
  • D. Getting to Happy
    Getting to Happy is a 2010 novel by Terry McMillan that revisits the lives of the four friends from Waiting to Exhale as they navigate middle age, love, loss, and personal renewal.
  • E. Happiness Begins
    Happiness Begins is a 2019 pop album by the Jonas Brothers that marked their comeback after a six-year hiatus.
  • 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: Happier
Triple: [Marshmello, notableWork, Happier]
Generated description
"Happier" is a 2018 electronic pop song by Marshmello featuring Bastille that became a global hit for its emotional lyrics and uplifting yet bittersweet sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Happier
Target entity description: "Happier" is a 2018 electronic pop song by Marshmello featuring Bastille that became a global hit for its emotional lyrics and uplifting yet bittersweet sound.
  • A. Happier Than the Morning Sun
    "Happier Than the Morning Sun" is a soulful Stevie Wonder song known for its warm, optimistic lyrics and rich, layered production from his early-1970s creative period.
  • B. Happiness Alone
    "Happiness Alone" is a song featured on the country music album *No Time to Kill* by Clint Black.
  • C. Happiness Is
    "Happiness Is" was the light-hearted, upbeat musical theme used for the halftime show of Super Bowl VII.
  • D. Getting to Happy
    Getting to Happy is a 2010 novel by Terry McMillan that revisits the lives of the four friends from Waiting to Exhale as they navigate middle age, love, loss, and personal renewal.
  • E. Happiness Begins
    Happiness Begins is a 2019 pop album by the Jonas Brothers that marked their comeback after a six-year hiatus.
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb85a37e388190b2a7ab8e6966baac completed March 31, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce0364f294819091ef9f39429f3fb5 completed April 2, 2026, 5:49 a.m.
NEDg Description generation batch_69ce07837648819080cd4026af55b246 completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce083cee848190b27a7dd19a16a0dc completed April 2, 2026, 6:10 a.m.
Created at: March 30, 2026, 6:07 p.m.