Triple
T2997225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soulshock & Karlin |
E81097
|
entity |
| Predicate | notableSongProduced |
P8087
|
FINISHED |
| Object |
“How Do U Want It” by 2Pac
“How Do U Want It” is a 1996 hip-hop single by 2Pac featuring K-Ci & JoJo, best known for its sensual themes, chart-topping success, and association with his landmark album *All Eyez on Me*.
|
E319124
|
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: “How Do U Want It” by 2Pac | Statement: [Soulshock & Karlin, notableSongProduced, “How Do U Want It” by 2Pac]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: “How Do U Want It” by 2Pac Context triple: [Soulshock & Karlin, notableSongProduced, “How Do U Want It” by 2Pac]
-
A.
Ruff Ryders' Anthem
"Ruff Ryders' Anthem" is a landmark late-1990s hip-hop single by DMX, produced by Swizz Beatz, that became an iconic street anthem and breakout hit for both artist and producer.
-
B.
“Ain’t No Mountain High Enough”
“Ain’t No Mountain High Enough” is a classic soul song, famously interpreted by Diana Ross, celebrated for its powerful vocals and uplifting message of unwavering devotion.
-
C.
Inner City Blues (Make Me Wanna Holler)
"Inner City Blues (Make Me Wanna Holler)" is a socially conscious soul song by Marvin Gaye that poignantly depicts urban poverty, racial injustice, and emotional despair.
-
D.
Hard Knock Life (Ghetto Anthem)
"Hard Knock Life (Ghetto Anthem)" is a breakthrough late-1990s hip-hop single by Jay-Z that famously samples the musical Annie and helped cement his mainstream popularity.
-
E.
song "All I Wanna Do" by Sheryl Crow
"All I Wanna Do" is a 1994 hit single by Sheryl Crow, known for its laid-back, sun-soaked pop-rock sound and vivid storytelling that helped launch her to mainstream fame.
- 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: “How Do U Want It” by 2Pac Triple: [Soulshock & Karlin, notableSongProduced, “How Do U Want It” by 2Pac]
Generated description
“How Do U Want It” is a 1996 hip-hop single by 2Pac featuring K-Ci & JoJo, best known for its sensual themes, chart-topping success, and association with his landmark album *All Eyez on Me*.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: “How Do U Want It” by 2Pac Target entity description: “How Do U Want It” is a 1996 hip-hop single by 2Pac featuring K-Ci & JoJo, best known for its sensual themes, chart-topping success, and association with his landmark album *All Eyez on Me*.
-
A.
Ruff Ryders' Anthem
"Ruff Ryders' Anthem" is a landmark late-1990s hip-hop single by DMX, produced by Swizz Beatz, that became an iconic street anthem and breakout hit for both artist and producer.
-
B.
“Ain’t No Mountain High Enough”
“Ain’t No Mountain High Enough” is a classic soul song, famously interpreted by Diana Ross, celebrated for its powerful vocals and uplifting message of unwavering devotion.
-
C.
Inner City Blues (Make Me Wanna Holler)
"Inner City Blues (Make Me Wanna Holler)" is a socially conscious soul song by Marvin Gaye that poignantly depicts urban poverty, racial injustice, and emotional despair.
-
D.
Hard Knock Life (Ghetto Anthem)
"Hard Knock Life (Ghetto Anthem)" is a breakthrough late-1990s hip-hop single by Jay-Z that famously samples the musical Annie and helped cement his mainstream popularity.
-
E.
song "All I Wanna Do" by Sheryl Crow
"All I Wanna Do" is a 1994 hit single by Sheryl Crow, known for its laid-back, sun-soaked pop-rock sound and vivid storytelling that helped launch her to mainstream fame.
- 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_69ad8b187fc8819085914d3c9ea3142d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99f612148190a5a565ba2ecc4fc0 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e419e508190be23a2d413357058 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b1326a2c088190b58fc0a35fe728ea |
completed | March 11, 2026, 9:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1d35cf53c81909738765bef09535b |
completed | March 11, 2026, 8:41 p.m. |
Created at: March 8, 2026, 2:59 p.m.