Triple

T5627194
Position Surface form Disambiguated ID Type / Status
Subject All Eyez on Me E147746 entity
Predicate includesTrack P3284 FINISHED
Object How Do U Want It
"How Do U Want It" is a hit 1996 hip-hop single by 2Pac featuring K-Ci & JoJo, known for its smooth R&B-influenced sound and provocative lyrics.
E535100 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 | Statement: [All Eyez on Me, includesTrack, How Do U Want It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How Do U Want It
Context triple: [All Eyez on Me, includesTrack, How Do U Want It]
  • A. Any Way You Want It
    "Any Way You Want It" is a high-energy rock song by the American band Journey, best known for its catchy chorus and enduring popularity as a classic rock radio staple.
  • B. Whatever You Want
    "Whatever You Want" is a smooth R&B ballad by Tony! Toni! Toné! that became one of the group's signature hits in the early 1990s.
  • C. So What'cha Want
    "So What'cha Want" is a 1992 hip hop single by the Beastie Boys known for its distorted vocals, funky groove, and iconic, psychedelic music video.
  • D. Everything You Want
    "Everything You Want" is the debut studio album by American R&B singer Ray J, showcasing his early blend of contemporary R&B and hip hop influences.
  • E. You Got What I Want
    "You Got What I Want" is a track from Snoop Dogg’s 1998 studio album *Da Game Is to Be Sold, Not to Be Told*, showcasing his late-90s No Limit Records era sound.
  • 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
Triple: [All Eyez on Me, includesTrack, How Do U Want It]
Generated description
"How Do U Want It" is a hit 1996 hip-hop single by 2Pac featuring K-Ci & JoJo, known for its smooth R&B-influenced sound and provocative lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How Do U Want It
Target entity description: "How Do U Want It" is a hit 1996 hip-hop single by 2Pac featuring K-Ci & JoJo, known for its smooth R&B-influenced sound and provocative lyrics.
  • A. Any Way You Want It
    "Any Way You Want It" is a high-energy rock song by the American band Journey, best known for its catchy chorus and enduring popularity as a classic rock radio staple.
  • B. Whatever You Want
    "Whatever You Want" is a smooth R&B ballad by Tony! Toni! Toné! that became one of the group's signature hits in the early 1990s.
  • C. So What'cha Want
    "So What'cha Want" is a 1992 hip hop single by the Beastie Boys known for its distorted vocals, funky groove, and iconic, psychedelic music video.
  • D. Everything You Want
    "Everything You Want" is the debut studio album by American R&B singer Ray J, showcasing his early blend of contemporary R&B and hip hop influences.
  • E. You Got What I Want
    "You Got What I Want" is a track from Snoop Dogg’s 1998 studio album *Da Game Is to Be Sold, Not to Be Told*, showcasing his late-90s No Limit Records era sound.
  • 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_69c00906f2a88190a992c66b13d606d4 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02237dd6081909f6a7d710b9cd651 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d6180f081908145f8d70ad6434c completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04edaa7408190811007d27549a35d completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04ff40ce88190a9aa8886c22386e1 completed March 22, 2026, 8:24 p.m.
Created at: March 22, 2026, 3:40 p.m.