Triple

T14515456
Position Surface form Disambiguated ID Type / Status
Subject Lil Twist E340504 entity
Predicate notableWork P4 FINISHED
Object Bad Decisions (mixtape)
Bad Decisions is a hip hop mixtape by American rapper Lil Twist that showcases his early work and collaborations within the Young Money camp.
E1103080 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: Bad Decisions (mixtape) | Statement: [Lil Twist, notableWork, Bad Decisions (mixtape)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bad Decisions (mixtape)
Context triple: [Lil Twist, notableWork, Bad Decisions (mixtape)]
  • A. Blacklisted (mixtape)
    Blacklisted is a 2012 mixtape by British grime artist Skepta that marked a darker, more experimental turn in his sound and helped solidify his status in the UK underground scene.
  • B. Bad Decisions
    "Bad Decisions" is a pop song by Ariana Grande featured on her 2016 album *Dangerous Woman*.
  • C. Crenshaw (mixtape)
    Crenshaw is a 2013 mixtape by Los Angeles rapper Nipsey Hussle, best known for its innovative $100-per-copy release strategy and its role in elevating his independent career.
  • D. PARTYNEXTDOOR (mixtape)
    PARTYNEXTDOOR is the 2013 self-titled debut mixtape by Canadian singer and producer PartyNextDoor, blending atmospheric R&B with moody, minimalist production.
  • E. Mixtape "Hook vs. Bridge"
    Mixtape "Hook vs. Bridge" is a project by R&B singer-songwriter Kevin Cossom that showcases his melodic hooks and songwriting over a blend of hip-hop and contemporary R&B production.
  • 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: Bad Decisions (mixtape)
Triple: [Lil Twist, notableWork, Bad Decisions (mixtape)]
Generated description
Bad Decisions is a hip hop mixtape by American rapper Lil Twist that showcases his early work and collaborations within the Young Money camp.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bad Decisions (mixtape)
Target entity description: Bad Decisions is a hip hop mixtape by American rapper Lil Twist that showcases his early work and collaborations within the Young Money camp.
  • A. Blacklisted (mixtape)
    Blacklisted is a 2012 mixtape by British grime artist Skepta that marked a darker, more experimental turn in his sound and helped solidify his status in the UK underground scene.
  • B. Bad Decisions
    "Bad Decisions" is a pop song by Ariana Grande featured on her 2016 album *Dangerous Woman*.
  • C. Crenshaw (mixtape)
    Crenshaw is a 2013 mixtape by Los Angeles rapper Nipsey Hussle, best known for its innovative $100-per-copy release strategy and its role in elevating his independent career.
  • D. PARTYNEXTDOOR (mixtape)
    PARTYNEXTDOOR is the 2013 self-titled debut mixtape by Canadian singer and producer PartyNextDoor, blending atmospheric R&B with moody, minimalist production.
  • E. Mixtape "Hook vs. Bridge"
    Mixtape "Hook vs. Bridge" is a project by R&B singer-songwriter Kevin Cossom that showcases his melodic hooks and songwriting over a blend of hip-hop and contemporary R&B production.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de9a6d82988190b6f957012bcc63d4 completed April 14, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6da80dc88190afa96760efb0c7de completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd6f24431c81908a25ad81c28da56d completed May 8, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69fd6ff5a58881909987fa653e58a197 completed May 8, 2026, 5:09 a.m.
Created at: April 10, 2026, 1:21 a.m.