Triple

T7972010
Position Surface form Disambiguated ID Type / Status
Subject Wynonna Judd E185345 entity
Predicate notableWork P4 FINISHED
Object What the World Needs Now Is Love (album)
"What the World Needs Now Is Love" is a country music album by Wynonna Judd that showcases her powerful vocals and blend of contemporary and traditional country styles.
 E702558 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 the World Needs Now Is Love (album) | Statement: [Wynonna Judd, notableWork, What the World Needs Now Is Love (album)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What the World Needs Now Is Love (album)
Context triple: [Wynonna Judd, notableWork, What the World Needs Now Is Love (album)]
  • A. What the World Needs Now Is Love
    "What the World Needs Now Is Love" is a 1965 pop standard and peace anthem, best known in its hit recording by Jackie DeShannon, that pleads for universal love and compassion.
  • B. Love’s in Need of Love Today
    "Love’s in Need of Love Today" is the soulful, socially conscious opening track of Stevie Wonder’s acclaimed 1976 album *Songs in the Key of Life*.
  • C. Love Is All We Need
    "Love Is All We Need" is a reggae track featured on Bob Marley & The Wailers' posthumous compilation album "One Heart."
  • D. For Love’s Sake
    For Love’s Sake is a song by American country artist Dwight Yoakam, featured on his 2000 album "Tomorrow’s Sounds Today."
  • E. Today Your Love, Tomorrow the World
    "Today Your Love, Tomorrow the World" is a fast, punk rock song by the Ramones from their influential 1976 debut album.
  • 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 the World Needs Now Is Love (album)
Triple: [Wynonna Judd, notableWork, What the World Needs Now Is Love (album)]
Generated description
"What the World Needs Now Is Love" is a country music album by Wynonna Judd that showcases her powerful vocals and blend of contemporary and traditional country styles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What the World Needs Now Is Love (album)
Target entity description: "What the World Needs Now Is Love" is a country music album by Wynonna Judd that showcases her powerful vocals and blend of contemporary and traditional country styles.
  • A. What the World Needs Now Is Love
    "What the World Needs Now Is Love" is a 1965 pop standard and peace anthem, best known in its hit recording by Jackie DeShannon, that pleads for universal love and compassion.
  • B. Love’s in Need of Love Today
    "Love’s in Need of Love Today" is the soulful, socially conscious opening track of Stevie Wonder’s acclaimed 1976 album *Songs in the Key of Life*.
  • C. Love Is All We Need
    "Love Is All We Need" is a reggae track featured on Bob Marley & The Wailers' posthumous compilation album "One Heart."
  • D. For Love’s Sake
    For Love’s Sake is a song by American country artist Dwight Yoakam, featured on his 2000 album "Tomorrow’s Sounds Today."
  • E. Today Your Love, Tomorrow the World
    "Today Your Love, Tomorrow the World" is a fast, punk rock song by the Ramones from their influential 1976 debut album.
  • 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_69ca8297699481909b75a405f01e03af completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3bd476108190988a75653a5c56d6 completed March 31, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0b207ec8190a1a78e77a6bdb15e completed March 31, 2026, 2:56 p.m.
NEDg Description generation batch_69cbe43c4d2081909a8f5763252d88f1 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc193e73cc819085797ef363a37079 completed March 31, 2026, 6:58 p.m.
Created at: March 30, 2026, 5:13 p.m.