Triple

T23191703
Position Surface form Disambiguated ID Type / Status
Subject You Don’t Have to Worry E579757 entity
Predicate includedIn P1393 FINISHED
Object Mary J. Blige debut album What’s the 411?
"What’s the 411?" is the 1992 debut studio album by American singer Mary J. Blige that helped pioneer the fusion of R&B and hip hop, establishing her as the "Queen of Hip-Hop Soul."
 E1573827 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: Mary J. Blige debut album What’s the 411? | Statement: [You Don’t Have to Worry, includedIn, Mary J. Blige debut album What’s the 411?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mary J. Blige debut album What’s the 411?
Context triple: [You Don’t Have to Worry, includedIn, Mary J. Blige debut album What’s the 411?]
  • A. Mary J. Blige
    Mary J. Blige is an American singer, songwriter, and actress widely known as the "Queen of Hip-Hop Soul" for her influential blend of R&B, soul, and hip-hop.
  • B. album "Blak and Blu"
    "Blak and Blu" is the major-label debut studio album by American guitarist and singer Gary Clark Jr., showcasing his fusion of blues, rock, soul, and R&B.
  • C. Whitney Houston discography
    The Whitney Houston discography is the complete collection of albums, singles, and other musical releases by American singer Whitney Houston, showcasing her influential pop and R&B career.
  • D. Queen of the Blues (1985 album)
    "Queen of the Blues" is a 1985 studio album by legendary Chicago blues singer Koko Taylor, showcasing her powerful vocals and signature modern electric blues style.
  • E. album "Mariah Carey"
    "Mariah Carey" is the 1990 self-titled debut studio album by American singer Mariah Carey, featuring a blend of pop and R&B that introduced her powerful vocal range and produced several hit singles.
  • 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: Mary J. Blige debut album What’s the 411?
Triple: [You Don’t Have to Worry, includedIn, Mary J. Blige debut album What’s the 411?]
Generated description
"What’s the 411?" is the 1992 debut studio album by American singer Mary J. Blige that helped pioneer the fusion of R&B and hip hop, establishing her as the "Queen of Hip-Hop Soul."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mary J. Blige debut album What’s the 411?
Target entity description: "What’s the 411?" is the 1992 debut studio album by American singer Mary J. Blige that helped pioneer the fusion of R&B and hip hop, establishing her as the "Queen of Hip-Hop Soul."
  • A. Mary J. Blige
    Mary J. Blige is an American singer, songwriter, and actress widely known as the "Queen of Hip-Hop Soul" for her influential blend of R&B, soul, and hip-hop.
  • B. album "Blak and Blu"
    "Blak and Blu" is the major-label debut studio album by American guitarist and singer Gary Clark Jr., showcasing his fusion of blues, rock, soul, and R&B.
  • C. Whitney Houston discography
    The Whitney Houston discography is the complete collection of albums, singles, and other musical releases by American singer Whitney Houston, showcasing her influential pop and R&B career.
  • D. Queen of the Blues (1985 album)
    "Queen of the Blues" is a 1985 studio album by legendary Chicago blues singer Koko Taylor, showcasing her powerful vocals and signature modern electric blues style.
  • E. album "Mariah Carey"
    "Mariah Carey" is the 1990 self-titled debut studio album by American singer Mariah Carey, featuring a blend of pop and R&B that introduced her powerful vocal range and produced several hit singles.
  • 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18fd777c08190bf79e38844fedf27 completed April 29, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30ba98348190ba810aaaeb7abb84 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c336753ac819085038351f38039d8 completed May 19, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_6a0c341aead08190955638f4ce8c1c32 completed May 19, 2026, 9:57 a.m.
Created at: April 17, 2026, 4:06 p.m.