Triple

T3120569
Position Surface form Disambiguated ID Type / Status
Subject The Tipping Point E65172 entity
Predicate hasTrack P3284 FINISHED
Object Why (What's Goin On?)
"Why (What's Goin On?)" is a socially conscious hip hop track by The Roots from their acclaimed album *The Tipping Point*, reflecting on urban struggle and political unrest.
E328461 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: Why (What's Goin On?) | Statement: [The Tipping Point, hasTrack, Why (What's Goin On?)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Why (What's Goin On?)
Context triple: [The Tipping Point, hasTrack, Why (What's Goin On?)]
  • A. I Heard It Through the Grapevine
    "I Heard It Through the Grapevine" is a classic soul song, most famously recorded by Marvin Gaye, that became one of Motown's signature hits and a defining track of 1960s American R&B.
  • B. What's Going On
    "What's Going On" is Marvin Gaye's landmark 1971 soul album renowned for its socially conscious themes, lush production, and status as one of the greatest records in popular music history.
  • C. Papa's Got a Brand New Bag
    "Papa's Got a Brand New Bag" is a groundbreaking 1965 funk song by James Brown that is widely credited with helping to define the funk genre and reshape popular music.
  • D. Get Up, Stand Up
    "Get Up, Stand Up" is a politically charged reggae anthem by Bob Marley that calls for resistance against oppression and the defense of human rights.
  • E. Slave to the Rhythm
    "Slave to the Rhythm" is a 1985 art-pop concept album and hit title track by Grace Jones, noted for its innovative production, rhythmic experimentation, and fusion of pop, funk, and avant-garde styles.
  • 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: Why (What's Goin On?)
Triple: [The Tipping Point, hasTrack, Why (What's Goin On?)]
Generated description
"Why (What's Goin On?)" is a socially conscious hip hop track by The Roots from their acclaimed album *The Tipping Point*, reflecting on urban struggle and political unrest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Why (What's Goin On?)
Target entity description: "Why (What's Goin On?)" is a socially conscious hip hop track by The Roots from their acclaimed album *The Tipping Point*, reflecting on urban struggle and political unrest.
  • A. I Heard It Through the Grapevine
    "I Heard It Through the Grapevine" is a classic soul song, most famously recorded by Marvin Gaye, that became one of Motown's signature hits and a defining track of 1960s American R&B.
  • B. What's Going On
    "What's Going On" is Marvin Gaye's landmark 1971 soul album renowned for its socially conscious themes, lush production, and status as one of the greatest records in popular music history.
  • C. Papa's Got a Brand New Bag
    "Papa's Got a Brand New Bag" is a groundbreaking 1965 funk song by James Brown that is widely credited with helping to define the funk genre and reshape popular music.
  • D. Get Up, Stand Up
    "Get Up, Stand Up" is a politically charged reggae anthem by Bob Marley that calls for resistance against oppression and the defense of human rights.
  • E. Slave to the Rhythm
    "Slave to the Rhythm" is a 1985 art-pop concept album and hit title track by Grace Jones, noted for its innovative production, rhythmic experimentation, and fusion of pop, funk, and avant-garde styles.
  • 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_69ad857fcc088190b0c4d45a5cde6f61 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5295cd481908d52e165538c67fa completed March 8, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f6bc644819093a7cab7220f4ca0 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b21065c6208190bde60417ba23997b completed March 12, 2026, 1:01 a.m.
NED2 Entity disambiguation (via description) batch_69b210c280ec819081ded9261dc59cf3 completed March 12, 2026, 1:02 a.m.
Created at: March 8, 2026, 3:04 p.m.