Triple

T10007108
Position Surface form Disambiguated ID Type / Status
Subject Elvis Costello E198279 entity
Predicate notableSong P4 FINISHED
Object (What's So Funny 'Bout) Peace, Love, and Understanding
"(What's So Funny 'Bout) Peace, Love, and Understanding" is a widely acclaimed rock song, originally written by Nick Lowe and popularized by Elvis Costello, that questions cynicism and pleads for empathy and harmony in a troubled world.
 E836157 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: (What's So Funny 'Bout) Peace, Love, and Understanding | Statement: [Elvis Costello, notableSong, (What's So Funny 'Bout) Peace, Love, and Understanding]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: (What's So Funny 'Bout) Peace, Love, and Understanding
Context triple: [Elvis Costello, notableSong, (What's So Funny 'Bout) Peace, Love, and Understanding]
  • A. Happy Together
    Happy Together is a 1997 romantic drama film by Wong Kar-wai that follows the turbulent relationship of a gay couple from Hong Kong living in Buenos Aires, noted for its lush cinematography and emotional intensity.
  • B. Saturday Night’s Alright for Fighting
    "Saturday Night’s Alright for Fighting" is a high-energy rock song by Elton John, known for its aggressive guitar-driven sound and rebellious lyrics about youthful nightlife and brawling.
  • C. Ev'rybody Has a Laughing Place
    "Ev'rybody Has a Laughing Place" is a cheerful song from Disney's 1946 film *Song of the South*, best known today for its use in the former Splash Mountain attraction at Disney theme parks.
  • D. Makin’ Whoopee
    "Makin’ Whoopee" is a popular jazz and pop standard, often performed as a playful, romantic duet and widely recorded by notable vocalists.
  • E. Isn’t It Kinda Fun
    "Isn’t It Kinda Fun" is a romantic song by Richard Rodgers and Oscar Hammerstein II, written for the 1945 film adaptation of the musical "State Fair."
  • 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: (What's So Funny 'Bout) Peace, Love, and Understanding
Triple: [Elvis Costello, notableSong, (What's So Funny 'Bout) Peace, Love, and Understanding]
Generated description
"(What's So Funny 'Bout) Peace, Love, and Understanding" is a widely acclaimed rock song, originally written by Nick Lowe and popularized by Elvis Costello, that questions cynicism and pleads for empathy and harmony in a troubled world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: (What's So Funny 'Bout) Peace, Love, and Understanding
Target entity description: "(What's So Funny 'Bout) Peace, Love, and Understanding" is a widely acclaimed rock song, originally written by Nick Lowe and popularized by Elvis Costello, that questions cynicism and pleads for empathy and harmony in a troubled world.
  • A. Happy Together
    Happy Together is a 1997 romantic drama film by Wong Kar-wai that follows the turbulent relationship of a gay couple from Hong Kong living in Buenos Aires, noted for its lush cinematography and emotional intensity.
  • B. Saturday Night’s Alright for Fighting
    "Saturday Night’s Alright for Fighting" is a high-energy rock song by Elton John, known for its aggressive guitar-driven sound and rebellious lyrics about youthful nightlife and brawling.
  • C. Ev'rybody Has a Laughing Place
    "Ev'rybody Has a Laughing Place" is a cheerful song from Disney's 1946 film *Song of the South*, best known today for its use in the former Splash Mountain attraction at Disney theme parks.
  • D. Makin’ Whoopee
    "Makin’ Whoopee" is a popular jazz and pop standard, often performed as a playful, romantic duet and widely recorded by notable vocalists.
  • E. Isn’t It Kinda Fun
    "Isn’t It Kinda Fun" is a romantic song by Richard Rodgers and Oscar Hammerstein II, written for the 1945 film adaptation of the musical "State Fair."
  • 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_69ca830fcca48190bbbd9b20c233835f completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd16afb481909a5d5893e024683f completed April 2, 2026, 1:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26a5d7e088190b5b1a852bfdc9073 completed April 5, 2026, 1:57 p.m.
NEDg Description generation batch_69d26ce0394c8190b8ea0c2ce125ef1b completed April 5, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69d270ad815481909806533bc8480c09 completed April 5, 2026, 2:24 p.m.
Created at: March 30, 2026, 8:52 p.m.