Triple

T13745332
Position Surface form Disambiguated ID Type / Status
Subject Dwele E330195 entity
Predicate notableWork P4 FINISHED
Object Obey
"Obey" is a soulful R&B song by American singer Dwele, showcasing his smooth vocals and jazz-influenced production style.
 E1060280 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: Obey | Statement: [Dwele, notableWork, Obey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Obey
Context triple: [Dwele, notableWork, Obey]
  • A. Re-Up Gang
    Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
  • B. Cypress Hill
    Cypress Hill is a pioneering American hip hop group from South Gate, California, known for their distinctive Latin-influenced sound, advocacy of cannabis legalization, and hits like "Insane in the Brain."
  • C. Beastie Boys
    Beastie Boys were a pioneering New York City hip hop group known for their genre-blending sound, irreverent humor, and influential albums like "Licensed to Ill" and "Paul's Boutique."
  • D. Souls of Mischief
    Souls of Mischief is an Oakland-based hip hop group known for their intricate lyricism, jazzy production, and membership in the Hieroglyphics collective.
  • E. Geto Boys
    Geto Boys are a pioneering Houston-based hip hop group known for their hardcore, politically charged lyrics and major influence on Southern rap.
  • 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: Obey
Triple: [Dwele, notableWork, Obey]
Generated description
"Obey" is a soulful R&B song by American singer Dwele, showcasing his smooth vocals and jazz-influenced production style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Obey
Target entity description: "Obey" is a soulful R&B song by American singer Dwele, showcasing his smooth vocals and jazz-influenced production style.
  • A. Re-Up Gang
    Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
  • B. Cypress Hill
    Cypress Hill is a pioneering American hip hop group from South Gate, California, known for their distinctive Latin-influenced sound, advocacy of cannabis legalization, and hits like "Insane in the Brain."
  • C. Beastie Boys
    Beastie Boys were a pioneering New York City hip hop group known for their genre-blending sound, irreverent humor, and influential albums like "Licensed to Ill" and "Paul's Boutique."
  • D. Souls of Mischief
    Souls of Mischief is an Oakland-based hip hop group known for their intricate lyricism, jazzy production, and membership in the Hieroglyphics collective.
  • E. Geto Boys
    Geto Boys are a pioneering Houston-based hip hop group known for their hardcore, politically charged lyrics and major influence on Southern rap.
  • 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_69f7a851f68c81908b24bc5275a58ad3 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a91deb3c8190ad2be7f1ca99ac9b completed May 3, 2026, 7:59 p.m.
NED2 Entity disambiguation (via description) batch_69f7ad51c6808190afa80fc3622399bf completed May 3, 2026, 8:17 p.m.
Created at: April 9, 2026, 10:08 p.m.