Triple

T15013454
Position Surface form Disambiguated ID Type / Status
Subject Sam Sneed E377895 entity
Predicate notableWork P4 FINISHED
Object “U Better Recognize”
“U Better Recognize” is a mid-1990s West Coast hip hop track by rapper and producer Sam Sneed, known for its appearance on the “Murder Was the Case” soundtrack and its classic G-funk sound.
E1132426 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: “U Better Recognize” | Statement: [Sam Sneed, notableWork, “U Better Recognize”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “U Better Recognize”
Context triple: [Sam Sneed, notableWork, “U Better Recognize”]
  • A. U (Man Like)
    U (Man Like) is a character or entity associated with the artist i,i, likely serving as a conceptual or narrative figure within their creative work.
  • B. Luv U Better
    "Luv U Better" is a 2002 R&B-influenced hip hop single by LL Cool J, best known for its smooth production, romantic theme, and chart success.
  • C. Love U Better
    "Love U Better" is a hip-hop/R&B song by Ty Dolla $ign featuring Lil Wayne and The-Dream, released as a single from his album Beach House 3.
  • D. Whateva U Do
    "Whateva U Do" is a track by Snoop Dogg featured on his 2006 West Coast hip hop album *Tha Blue Carpet Treatment*.
  • E. U Know What's Up
    "U Know What's Up" is an R&B hit single by Donell Jones, best known for its smooth groove and widespread popularity in the late 1990s.
  • 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: “U Better Recognize”
Triple: [Sam Sneed, notableWork, “U Better Recognize”]
Generated description
“U Better Recognize” is a mid-1990s West Coast hip hop track by rapper and producer Sam Sneed, known for its appearance on the “Murder Was the Case” soundtrack and its classic G-funk sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “U Better Recognize”
Target entity description: “U Better Recognize” is a mid-1990s West Coast hip hop track by rapper and producer Sam Sneed, known for its appearance on the “Murder Was the Case” soundtrack and its classic G-funk sound.
  • A. U (Man Like)
    U (Man Like) is a character or entity associated with the artist i,i, likely serving as a conceptual or narrative figure within their creative work.
  • B. Luv U Better
    "Luv U Better" is a 2002 R&B-influenced hip hop single by LL Cool J, best known for its smooth production, romantic theme, and chart success.
  • C. Love U Better
    "Love U Better" is a hip-hop/R&B song by Ty Dolla $ign featuring Lil Wayne and The-Dream, released as a single from his album Beach House 3.
  • D. Whateva U Do
    "Whateva U Do" is a track by Snoop Dogg featured on his 2006 West Coast hip hop album *Tha Blue Carpet Treatment*.
  • E. U Know What's Up
    "U Know What's Up" is an R&B hit single by Donell Jones, best known for its smooth groove and widespread popularity in the late 1990s.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7613cec8190ac25e3f68c5d0edf completed April 15, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96aa3c888190a65e7b3c3b130131 completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe97af0a0c8190bca3ea103d05fd99 completed May 9, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_69fe98b18ab48190b2a47418904e6643 completed May 9, 2026, 2:15 a.m.
Created at: April 10, 2026, 2:55 a.m.