Triple

T13891179
Position Surface form Disambiguated ID Type / Status
Subject The Beatnuts E333972 entity
Predicate associatedAct P37 FINISHED
Object Problemz
Problemz is a hip-hop artist known for collaborating with the Queens-based production and rap duo The Beatnuts.
E1068930 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: Problemz | Statement: [The Beatnuts, associatedAct, Problemz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Problemz
Context triple: [The Beatnuts, associatedAct, Problemz]
  • A. Troublemaker
    "Troublemaker" is a catchy pop song by English singer Olly Murs, featuring rapper Flo Rida, known for its upbeat melody and chart success.
  • B. Troublemaker
    Troublemaker is a card in the Uno game that typically introduces disruptive or challenging effects to alter normal gameplay.
  • C. Trouble
    "Trouble" is a song performed by Elvis Presley, featured in the 1958 film and soundtrack album *King Creole*.
  • D. Trouble
    Trouble is the debut studio album by Senegalese-American singer Akon, featuring hit singles that helped launch his international career.
  • E. Trouble
    "Trouble" is a song featured on the album *Under tha Influence* by DJ Quik.
  • 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: Problemz
Triple: [The Beatnuts, associatedAct, Problemz]
Generated description
Problemz is a hip-hop artist known for collaborating with the Queens-based production and rap duo The Beatnuts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Problemz
Target entity description: Problemz is a hip-hop artist known for collaborating with the Queens-based production and rap duo The Beatnuts.
  • A. Troublemaker
    "Troublemaker" is a catchy pop song by English singer Olly Murs, featuring rapper Flo Rida, known for its upbeat melody and chart success.
  • B. Troublemaker
    Troublemaker is a card in the Uno game that typically introduces disruptive or challenging effects to alter normal gameplay.
  • C. Trouble
    "Trouble" is a song performed by Elvis Presley, featured in the 1958 film and soundtrack album *King Creole*.
  • D. Trouble
    Trouble is the debut studio album by Senegalese-American singer Akon, featuring hit singles that helped launch his international career.
  • E. Trouble
    "Trouble" is a song featured on the album *Under tha Influence* by DJ Quik.
  • 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_69d81c5dd2d48190b7a5fc1e009de936 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de23a3a24881908d81d634622fbbcc completed April 14, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c71a43908190bc7537f0a2379599 completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c8d477f881908f8cfd2783e7f10f completed May 3, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69f7ca27ffd4819080bccd6bfd88ddb3 completed May 3, 2026, 10:20 p.m.
Created at: April 9, 2026, 10:15 p.m.