Triple
T5091960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Total |
E114771
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Loungin (LL Cool J featuring Total)
"Loungin (LL Cool J featuring Total)" is a mid-1990s R&B/hip-hop collaboration known for its smooth, laid-back vibe and romantic themes, showcasing LL Cool J’s crossover appeal and Total’s soulful vocals.
|
E492567
|
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: Loungin (LL Cool J featuring Total) | Statement: [Total, notableWork, Loungin (LL Cool J featuring Total)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loungin (LL Cool J featuring Total) Context triple: [Total, notableWork, Loungin (LL Cool J featuring Total)]
-
A.
Ain't No Fun (If the Homies Can't Have None)
"Ain't No Fun (If the Homies Can't Have None)" is a 1993 West Coast hip hop track by Snoop Dogg featuring Nate Dogg, Warren G, and Kurupt, known for its G-funk production and explicit, party-oriented lyrics.
-
B.
Jive Talkin'
"Jive Talkin'" is a 1975 disco-influenced hit single by the Bee Gees, widely credited with helping to launch their successful mid-1970s reinvention and later dominance of the disco era.
-
C.
Big Poppa
Big Poppa is a famous nickname of The Notorious B.I.G., the influential 1990s Brooklyn rapper known for his smooth flow, vivid storytelling, and major impact on East Coast hip hop.
-
D.
“Flava in Ya Ear (Remix)”
“Flava in Ya Ear (Remix)” is a landmark 1994 hip-hop single by Craig Mack featuring artists like The Notorious B.I.G., LL Cool J, Busta Rhymes, and Rampage, celebrated for its iconic beat and all-star lineup.
-
E.
Too Short
Too Short is an American rapper and pioneer of West Coast hip hop, known for his explicit lyrics and influential role in the Oakland rap scene since the 1980s.
- 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: Loungin (LL Cool J featuring Total) Triple: [Total, notableWork, Loungin (LL Cool J featuring Total)]
Generated description
"Loungin (LL Cool J featuring Total)" is a mid-1990s R&B/hip-hop collaboration known for its smooth, laid-back vibe and romantic themes, showcasing LL Cool J’s crossover appeal and Total’s soulful vocals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loungin (LL Cool J featuring Total) Target entity description: "Loungin (LL Cool J featuring Total)" is a mid-1990s R&B/hip-hop collaboration known for its smooth, laid-back vibe and romantic themes, showcasing LL Cool J’s crossover appeal and Total’s soulful vocals.
-
A.
Ain't No Fun (If the Homies Can't Have None)
"Ain't No Fun (If the Homies Can't Have None)" is a 1993 West Coast hip hop track by Snoop Dogg featuring Nate Dogg, Warren G, and Kurupt, known for its G-funk production and explicit, party-oriented lyrics.
-
B.
Jive Talkin'
"Jive Talkin'" is a 1975 disco-influenced hit single by the Bee Gees, widely credited with helping to launch their successful mid-1970s reinvention and later dominance of the disco era.
-
C.
Big Poppa
Big Poppa is a famous nickname of The Notorious B.I.G., the influential 1990s Brooklyn rapper known for his smooth flow, vivid storytelling, and major impact on East Coast hip hop.
-
D.
“Flava in Ya Ear (Remix)”
“Flava in Ya Ear (Remix)” is a landmark 1994 hip-hop single by Craig Mack featuring artists like The Notorious B.I.G., LL Cool J, Busta Rhymes, and Rampage, celebrated for its iconic beat and all-star lineup.
-
E.
Too Short
Too Short is an American rapper and pioneer of West Coast hip hop, known for his explicit lyrics and influential role in the Oakland rap scene since the 1980s.
- 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_69bd443e941881908eb4e8c685b6f656 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7541b2bc8190b58c2a23733b7825 |
completed | March 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb14d1ea88190b8bc523ff44478f6 |
completed | March 21, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69beb252ca2c8190b1bf7978b50c7ef6 |
completed | March 21, 2026, 2:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beb2b989788190b81e6f60398bd49d |
completed | March 21, 2026, 3:01 p.m. |
Created at: March 20, 2026, 1:40 p.m.