Triple

T1524782
Position Surface form Disambiguated ID Type / Status
Subject Bobby McFerrin E32310 entity
Predicate notableWork P4 FINISHED
Object song "Don't Worry, Be Happy"
"Don't Worry, Be Happy" is a 1988 a cappella reggae-influenced pop song by Bobby McFerrin that became a global hit and is widely recognized for its upbeat, feel-good message.
 E175128 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: song "Don't Worry, Be Happy" | Statement: [Bobby McFerrin, notableWork, song "Don't Worry, Be Happy"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: song "Don't Worry, Be Happy"
Context triple: [Bobby McFerrin, notableWork, song "Don't Worry, Be Happy"]
  • A. song "Bang Bang"
    "Bang Bang" is a 2014 pop collaboration by Jessie J, Ariana Grande, and Nicki Minaj known for its brassy production, powerhouse vocals, and commercial success worldwide.
  • B. song "One Sweet Day"
    "One Sweet Day" is a 1995 R&B ballad by Mariah Carey and Boyz II Men, best known for its emotional tribute to lost loved ones and its record-breaking run atop the Billboard Hot 100.
  • C. Song "Hey Ya!"
    "Hey Ya!" is a genre-blending, critically acclaimed 2003 hit single by OutKast that became widely known for its infectious energy, innovative production, and iconic call-and-response chorus.
  • D. song "Always Be My Baby"
    "Always Be My Baby" is a 1995 R&B-pop ballad by Mariah Carey that became one of her signature hits, known for its catchy melody and enduring popularity.
  • E. song "Problem"
    "Problem" is a 2014 pop and R&B-influenced hit single by Ariana Grande featuring Iggy Azalea, known for its catchy saxophone hook and themes of conflicted romance.
  • 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: song "Don't Worry, Be Happy"
Triple: [Bobby McFerrin, notableWork, song "Don't Worry, Be Happy"]
Generated description
"Don't Worry, Be Happy" is a 1988 a cappella reggae-influenced pop song by Bobby McFerrin that became a global hit and is widely recognized for its upbeat, feel-good message.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: song "Don't Worry, Be Happy"
Target entity description: "Don't Worry, Be Happy" is a 1988 a cappella reggae-influenced pop song by Bobby McFerrin that became a global hit and is widely recognized for its upbeat, feel-good message.
  • A. song "Bang Bang"
    "Bang Bang" is a 2014 pop collaboration by Jessie J, Ariana Grande, and Nicki Minaj known for its brassy production, powerhouse vocals, and commercial success worldwide.
  • B. song "One Sweet Day"
    "One Sweet Day" is a 1995 R&B ballad by Mariah Carey and Boyz II Men, best known for its emotional tribute to lost loved ones and its record-breaking run atop the Billboard Hot 100.
  • C. Song "Hey Ya!"
    "Hey Ya!" is a genre-blending, critically acclaimed 2003 hit single by OutKast that became widely known for its infectious energy, innovative production, and iconic call-and-response chorus.
  • D. song "Always Be My Baby"
    "Always Be My Baby" is a 1995 R&B-pop ballad by Mariah Carey that became one of her signature hits, known for its catchy melody and enduring popularity.
  • E. song "Problem"
    "Problem" is a 2014 pop and R&B-influenced hit single by Ariana Grande featuring Iggy Azalea, known for its catchy saxophone hook and themes of conflicted romance.
  • 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_69a885e9b0ac819093a9806ad0efc82c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9080175588190bb3b1d4b17966f2f completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad2951c1ec8190b7ac04cd820a2bfa completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2d3e2b388190a73f2604d97bb4aa completed March 8, 2026, 8:03 a.m.
NED2 Entity disambiguation (via description) batch_69ad2df61a70819094148563f924a5c5 completed March 8, 2026, 8:06 a.m.
Created at: March 4, 2026, 7:26 p.m.