Triple

T10072336
Position Surface form Disambiguated ID Type / Status
Subject Hal David E213659 entity
Predicate wroteLyricsFor P1141 FINISHED
Object What the World Needs Now Is Love E140475 NE FINISHED

How this triple was built (2 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 | Statement: [Hal David, wroteLyricsFor, What the World Needs Now Is Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: What the World Needs Now Is Love
Context triple: [Hal David, wroteLyricsFor, What the World Needs Now Is Love]
  • A. What the World Needs Now Is Love chosen
    "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. 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.
  • C. Everybody Needs Love
    "Everybody Needs Love" is a song featured on Jennifer Hudson's 2011 studio album "I Remember Me."
  • D. 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."
  • E. All You Need Is Love
    "All You Need Is Love" is a famous 1967 Beatles anthem, written primarily by John Lennon, that became an enduring symbol of the 1960s peace and love movement.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca839add308190b57d53b4ec21f2d0 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd013c9d0819091ebe6fc399832de completed April 2, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b649b7488190ad765d4ee6eac5d7 completed April 5, 2026, 7:21 p.m.
Created at: March 30, 2026, 8:59 p.m.