Triple
T16569398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timbaland & Magoo |
E402545
|
entity |
| Predicate | notableCollaboration |
P8554
|
FINISHED |
| Object |
Luv 2 Luv U featuring Shaunta and Playa
"Luv 2 Luv U" featuring Shaunta and Playa is a late-1990s hip hop/R&B track produced by Timbaland that showcases his signature futuristic beats and smooth, melodic collaborations.
|
E1220775
|
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: Luv 2 Luv U featuring Shaunta and Playa | Statement: [Timbaland & Magoo, notableCollaboration, Luv 2 Luv U featuring Shaunta and Playa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luv 2 Luv U featuring Shaunta and Playa Context triple: [Timbaland & Magoo, notableCollaboration, Luv 2 Luv U featuring Shaunta and Playa]
-
A.
Luv (song)
"Luv" is a song by American singer Janet Jackson, released from her 2008 album "Discipline" and blending R&B and pop with playful, romantic themes.
-
B.
Got 2 Luv U
"Got 2 Luv U" is a 2011 dancehall-pop single by Jamaican artist Sean Paul featuring Alexis Jordan, known for its catchy hook and international chart success.
-
C.
How You Luv That
How You Luv That is a late-1990s Southern hip hop album by Big Tymers that helped establish their presence in the Cash Money Records roster.
-
D.
Give Me All Your Luvin'
"Give Me All Your Luvin'" is a 2012 pop song by Madonna featuring Nicki Minaj and M.I.A., known for its cheerleader-themed style and prominent promotion around the Super Bowl.
-
E.
Just Luv Me
"Just Luv Me" is a sultry mid-tempo pop song by Britney Spears from her 2016 album *Glory*, noted for its minimalist production and vulnerable lyrics.
- 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: Luv 2 Luv U featuring Shaunta and Playa Triple: [Timbaland & Magoo, notableCollaboration, Luv 2 Luv U featuring Shaunta and Playa]
Generated description
"Luv 2 Luv U" featuring Shaunta and Playa is a late-1990s hip hop/R&B track produced by Timbaland that showcases his signature futuristic beats and smooth, melodic collaborations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luv 2 Luv U featuring Shaunta and Playa Target entity description: "Luv 2 Luv U" featuring Shaunta and Playa is a late-1990s hip hop/R&B track produced by Timbaland that showcases his signature futuristic beats and smooth, melodic collaborations.
-
A.
Luv (song)
"Luv" is a song by American singer Janet Jackson, released from her 2008 album "Discipline" and blending R&B and pop with playful, romantic themes.
-
B.
Got 2 Luv U
"Got 2 Luv U" is a 2011 dancehall-pop single by Jamaican artist Sean Paul featuring Alexis Jordan, known for its catchy hook and international chart success.
-
C.
How You Luv That
How You Luv That is a late-1990s Southern hip hop album by Big Tymers that helped establish their presence in the Cash Money Records roster.
-
D.
Give Me All Your Luvin'
"Give Me All Your Luvin'" is a 2012 pop song by Madonna featuring Nicki Minaj and M.I.A., known for its cheerleader-themed style and prominent promotion around the Super Bowl.
-
E.
Just Luv Me
"Just Luv Me" is a sultry mid-tempo pop song by Britney Spears from her 2016 album *Glory*, noted for its minimalist production and vulnerable lyrics.
- 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35773c00c819091731bebc02a69bb |
completed | April 18, 2026, 10:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006ee616a0819089b3cdc1da951735 |
completed | May 10, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a006f9043b8819086143b2ec0cf1657 |
completed | May 10, 2026, 11:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00701fc1848190b3248a70b462eab1 |
completed | May 10, 2026, 11:46 a.m. |
Created at: April 10, 2026, 5:16 a.m.