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.