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.