Triple

T13744934
Position Surface form Disambiguated ID Type / Status
Subject 8Ball & MJG E330187 entity
Predicate notableWork P4 FINISHED
Object Comin' Out Hard
Comin' Out Hard is the influential 1993 debut studio album by Memphis rap duo 8Ball & MJG, regarded as a Southern hip hop classic.
 E1059576 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: Comin' Out Hard | Statement: [8Ball & MJG, notableWork, Comin' Out Hard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Comin' Out Hard
Context triple: [8Ball & MJG, notableWork, Comin' Out Hard]
  • A. I'm Coming Out
    "I'm Coming Out" is a 1980 disco and R&B anthem by Diana Ross, celebrated as a landmark empowerment and LGBTQ+ pride song.
  • B. Keep It Comin'
    "Keep It Comin'" is a 1991 R&B album by Keith Sweat that blends new jack swing production with smooth, romantic slow jams.
  • C. How I'm Comin'
    "How I'm Comin'" is a hip hop single by LL Cool J from his 1993 album "14 Shots to the Dome."
  • D. Come & Get It
    "Come & Get It" is a 2013 electropop song by Selena Gomez that marked a more mature musical direction for her and became one of her signature hits.
  • E. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • 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: Comin' Out Hard
Triple: [8Ball & MJG, notableWork, Comin' Out Hard]
Generated description
Comin' Out Hard is the influential 1993 debut studio album by Memphis rap duo 8Ball & MJG, regarded as a Southern hip hop classic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Comin' Out Hard
Target entity description: Comin' Out Hard is the influential 1993 debut studio album by Memphis rap duo 8Ball & MJG, regarded as a Southern hip hop classic.
  • A. I'm Coming Out
    "I'm Coming Out" is a 1980 disco and R&B anthem by Diana Ross, celebrated as a landmark empowerment and LGBTQ+ pride song.
  • B. Keep It Comin'
    "Keep It Comin'" is a 1991 R&B album by Keith Sweat that blends new jack swing production with smooth, romantic slow jams.
  • C. How I'm Comin'
    "How I'm Comin'" is a hip hop single by LL Cool J from his 1993 album "14 Shots to the Dome."
  • D. Come & Get It
    "Come & Get It" is a 2013 electropop song by Selena Gomez that marked a more mature musical direction for her and became one of her signature hits.
  • E. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0211ba5481909fbd5b447e3d5a02 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a8501890819081152bc2e9c06836 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a994cd688190a077a4854c5c71c9 completed May 3, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69f7aa2f696081908f48d44bf7271abc completed May 3, 2026, 8:03 p.m.
Created at: April 9, 2026, 10:08 p.m.