Triple

T13696668
Position Surface form Disambiguated ID Type / Status
Subject Tell 'Em Why U Madd E328401 entity
Predicate hasTrack P3284 FINISHED
Object How We Do
"How We Do" is a 2004 West Coast hip hop single by The Game featuring 50 Cent, known for its Dr. Dre–produced beat and mainstream chart success.
 E1055214 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 We Do | Statement: [Tell 'Em Why U Madd, hasTrack, How We Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: How We Do
Context triple: [Tell 'Em Why U Madd, hasTrack, How We Do]
  • A. This Is How We Do
    "This Is How We Do" is a pop song by Katy Perry from her album "Prism," known for its playful lyrics and colorful, party-themed music video.
  • B. This Is How We Do It
    "This Is How We Do It" is a 1995 R&B/hip hop party anthem by Montel Jordan that became a major hit and signature song of the mid-1990s.
  • C. What Are We Doing
    "What Are We Doing" is a song featured on Robert Glasper's R&B/hip-hop-influenced album Black Radio 2.
  • D. Who We Are
    "Who We Are" is a song featured as a component of the musical work "All of Me."
  • E. Who We Are
    "Who We Are" is a studio album by American rock band Lifehouse that showcases their melodic post-grunge and alternative rock 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 We Do
Triple: [Tell 'Em Why U Madd, hasTrack, How We Do]
Generated description
"How We Do" is a 2004 West Coast hip hop single by The Game featuring 50 Cent, known for its Dr. Dre–produced beat and mainstream chart success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: How We Do
Target entity description: "How We Do" is a 2004 West Coast hip hop single by The Game featuring 50 Cent, known for its Dr. Dre–produced beat and mainstream chart success.
  • A. This Is How We Do
    "This Is How We Do" is a pop song by Katy Perry from her album "Prism," known for its playful lyrics and colorful, party-themed music video.
  • B. This Is How We Do It
    "This Is How We Do It" is a 1995 R&B/hip hop party anthem by Montel Jordan that became a major hit and signature song of the mid-1990s.
  • C. What Are We Doing
    "What Are We Doing" is a song featured on Robert Glasper's R&B/hip-hop-influenced album Black Radio 2.
  • D. Who We Are
    "Who We Are" is a song featured as a component of the musical work "All of Me."
  • E. Who We Are
    "Who We Are" is a studio album by American rock band Lifehouse that showcases their melodic post-grunge and alternative rock 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc8773f388190b2413b1e05fd5fd7 completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79453395481909d651cb3a128f23d completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f79655d5f08190a3cbf3e12e2ffa67 completed May 3, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69f7972a1cf48190a1d435227414967a completed May 3, 2026, 6:42 p.m.
Created at: April 9, 2026, 9:54 p.m.