Triple

T3138370
Position Surface form Disambiguated ID Type / Status
Subject Paul Wall E65585 entity
Predicate associatedWith P37 FINISHED
Object UGK
UGK (Underground Kingz) was a highly influential Southern hip hop duo from Port Arthur, Texas, known for pioneering the Texas rap sound and helping popularize Southern rap in the 1990s and 2000s.
 E328940 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: UGK | Statement: [Paul Wall, associatedWith, UGK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UGK
Context triple: [Paul Wall, associatedWith, UGK]
  • A. Bone Thugs-n-Harmony
    Bone Thugs-n-Harmony is an American hip hop group from Cleveland, Ohio, known for their fast-paced, melodic rapping style and harmonized vocals.
  • B. Outkast
    Outkast is an influential American hip hop duo from Atlanta, Georgia, known for their innovative fusion of rap, funk, and soul and acclaimed albums like "Aquemini" and "Speakerboxxx/The Love Below."
  • C. Mobb Deep
    Mobb Deep was an influential American hip hop duo from Queensbridge, New York, known for their dark, gritty production and hardcore lyricism that helped define 1990s East Coast rap.
  • D. Westside Connection
    Westside Connection was a 1990s West Coast hip hop supergroup featuring Ice Cube, Mack 10, and WC, known for their aggressive gangsta rap style and strong regional pride.
  • E. 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."
  • 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: UGK
Triple: [Paul Wall, associatedWith, UGK]
Generated description
UGK (Underground Kingz) was a highly influential Southern hip hop duo from Port Arthur, Texas, known for pioneering the Texas rap sound and helping popularize Southern rap in the 1990s and 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UGK
Target entity description: UGK (Underground Kingz) was a highly influential Southern hip hop duo from Port Arthur, Texas, known for pioneering the Texas rap sound and helping popularize Southern rap in the 1990s and 2000s.
  • A. Bone Thugs-n-Harmony
    Bone Thugs-n-Harmony is an American hip hop group from Cleveland, Ohio, known for their fast-paced, melodic rapping style and harmonized vocals.
  • B. Outkast
    Outkast is an influential American hip hop duo from Atlanta, Georgia, known for their innovative fusion of rap, funk, and soul and acclaimed albums like "Aquemini" and "Speakerboxxx/The Love Below."
  • C. Mobb Deep
    Mobb Deep was an influential American hip hop duo from Queensbridge, New York, known for their dark, gritty production and hardcore lyricism that helped define 1990s East Coast rap.
  • D. Westside Connection
    Westside Connection was a 1990s West Coast hip hop supergroup featuring Ice Cube, Mack 10, and WC, known for their aggressive gangsta rap style and strong regional pride.
  • E. 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."
  • 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_69ad8581c25c8190b0d85ba9b9baa531 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada574509c81908a88bb10ea35516d completed March 8, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f8b2ae4819085210a722e8650ca completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b20febc2608190ba5e613752996f17 completed March 12, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_69b210a290088190aaa10a015519e1de completed March 12, 2026, 1:02 a.m.
Created at: March 8, 2026, 3:05 p.m.