Triple

T23366600
Position Surface form Disambiguated ID Type / Status
Subject Moneybagg Yo E593339 entity
Predicate notableWork P4 FINISHED
Object 43va Heartless
43va Heartless is a 2019 mixtape by Memphis rapper Moneybagg Yo that showcases his gritty street narratives and emotionally charged trap sound.
 E1583443 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: 43va Heartless | Statement: [Moneybagg Yo, notableWork, 43va Heartless]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 43va Heartless
Context triple: [Moneybagg Yo, notableWork, 43va Heartless]
  • A. Heartless
    "Heartless" is a popular song produced by American DJ and record producer Thomas Wesley Pentz, better known as Diplo.
  • B. Heartless
    "Heartless" is a hit song by Kanye West that blends melancholic lyrics about emotional coldness and heartbreak with minimalist, Auto-Tune–driven production.
  • C. Heartless
    "Heartless" is a steampunk paranormal romance novel by Gail Carriger, part of her popular Parasol Protectorate series set in an alternate Victorian England.
  • D. Heartless
    Heartless is a British psychological horror-thriller film known for blending urban fantasy with gritty drama as it follows a troubled young man who believes demonic creatures are terrorizing London.
  • E. No Heart
    "No Heart" is a dark, minimalist trap song by rapper 21 Savage that helped solidify his reputation for cold-blooded street narratives and deadpan delivery.
  • 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: 43va Heartless
Triple: [Moneybagg Yo, notableWork, 43va Heartless]
Generated description
43va Heartless is a 2019 mixtape by Memphis rapper Moneybagg Yo that showcases his gritty street narratives and emotionally charged trap sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 43va Heartless
Target entity description: 43va Heartless is a 2019 mixtape by Memphis rapper Moneybagg Yo that showcases his gritty street narratives and emotionally charged trap sound.
  • A. Heartless
    "Heartless" is a popular song produced by American DJ and record producer Thomas Wesley Pentz, better known as Diplo.
  • B. Heartless
    "Heartless" is a hit song by Kanye West that blends melancholic lyrics about emotional coldness and heartbreak with minimalist, Auto-Tune–driven production.
  • C. Heartless
    "Heartless" is a steampunk paranormal romance novel by Gail Carriger, part of her popular Parasol Protectorate series set in an alternate Victorian England.
  • D. Heartless
    Heartless is a British psychological horror-thriller film known for blending urban fantasy with gritty drama as it follows a troubled young man who believes demonic creatures are terrorizing London.
  • E. No Heart
    "No Heart" is a dark, minimalist trap song by rapper 21 Savage that helped solidify his reputation for cold-blooded street narratives and deadpan delivery.
  • 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_69e25d2593c88190bcdf4a716a94ccb2 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a0ac7494819082e98ac5632eba28 completed April 29, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dd964f081909aa71493fe6e07c7 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c5f27dbac8190a633ff61bc3321bd completed May 19, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0c5fd0c4e88190901c08e6c969e7ac completed May 19, 2026, 1:04 p.m.
Created at: April 17, 2026, 5:31 p.m.