Triple

T306113
Position Surface form Disambiguated ID Type / Status
Subject Black Eyed Peas E6305 entity
Predicate notableWork P4 FINISHED
Object Where Is the Love?
"Where Is the Love?" is a socially conscious pop-rap song by the Black Eyed Peas that addresses themes of war, terrorism, racism, and inequality, and became one of the group's signature global hits.
 E39407 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: Where Is the Love? | Statement: [Black Eyed Peas, notableWork, Where Is the Love?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Where Is the Love?
Context triple: [Black Eyed Peas, notableWork, Where Is the Love?]
  • A. Let Love
    Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
  • B. Share Your Love
    "Share Your Love" is a 1981 country-pop studio album by Kenny Rogers that features several hit singles and showcases his smooth crossover sound.
  • C. If This Isn’t Love
    "If This Isn’t Love" is an R&B ballad by Jennifer Hudson that showcases her powerful vocals and emotional delivery, released from her self-titled debut album.
  • D. Where You At
    "Where You At" is a soulful R&B ballad by Jennifer Hudson that showcases her powerful vocals and served as a lead single from her second studio album.
  • E. Made to Love
    "Made to Love" is a soulful, genre-blending song by John Legend that showcases his emotive vocals and modern R&B production.
  • 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: Where Is the Love?
Triple: [Black Eyed Peas, notableWork, Where Is the Love?]
Generated description
"Where Is the Love?" is a socially conscious pop-rap song by the Black Eyed Peas that addresses themes of war, terrorism, racism, and inequality, and became one of the group's signature global hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Where Is the Love?
Target entity description: "Where Is the Love?" is a socially conscious pop-rap song by the Black Eyed Peas that addresses themes of war, terrorism, racism, and inequality, and became one of the group's signature global hits.
  • A. Let Love
    Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
  • B. Share Your Love
    "Share Your Love" is a 1981 country-pop studio album by Kenny Rogers that features several hit singles and showcases his smooth crossover sound.
  • C. If This Isn’t Love
    "If This Isn’t Love" is an R&B ballad by Jennifer Hudson that showcases her powerful vocals and emotional delivery, released from her self-titled debut album.
  • D. Where You At
    "Where You At" is a soulful R&B ballad by Jennifer Hudson that showcases her powerful vocals and served as a lead single from her second studio album.
  • E. Made to Love
    "Made to Love" is a soulful, genre-blending song by John Legend that showcases his emotive vocals and modern R&B production.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea2fba548190a5aeb1597dca96bd completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3b077a6808190aedb6e347cb749f2 completed March 1, 2026, 3:20 a.m.
NEDg Description generation batch_69a3b14ff54481909d37f03ea2d6b455 completed March 1, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69a3b1b81ad88190ad65622d7a664002 completed March 1, 2026, 3:25 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.