Triple

T1797409
Position Surface form Disambiguated ID Type / Status
Subject Valee E39635 entity
Predicate associatedWith P37 FINISHED
Object G Herbo
G Herbo is an American rapper from Chicago known for his gritty drill-influenced style and vivid storytelling about street life.
 E201373 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: G Herbo | Statement: [Valee, associatedWith, G Herbo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: G Herbo
Context triple: [Valee, associatedWith, G Herbo]
  • A. Sheck Wes
    Sheck Wes is an American rapper and songwriter best known for his breakout hit single "Mo Bamba" and his association with Kanye West’s GOOD Music label.
  • B. French Montana
    French Montana is a Moroccan-American rapper and songwriter known for hits like "Unforgettable" and his prominent role in the New York hip-hop scene.
  • C. Quavo
    Quavo is an American rapper, singer, and songwriter best known as a member of the hip-hop trio Migos and for his influential role in modern trap music.
  • D. Don Toliver
    Don Toliver is an American rapper and singer known for his melodic trap style and collaborations with major artists like Travis Scott and Kanye West.
  • E. Vic Mensa
    Vic Mensa is an American rapper and songwriter from Chicago known for his politically charged lyrics, genre-blending style, and collaborations with artists like Chance the Rapper and Kanye West.
  • 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: G Herbo
Triple: [Valee, associatedWith, G Herbo]
Generated description
G Herbo is an American rapper from Chicago known for his gritty drill-influenced style and vivid storytelling about street life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: G Herbo
Target entity description: G Herbo is an American rapper from Chicago known for his gritty drill-influenced style and vivid storytelling about street life.
  • A. Sheck Wes
    Sheck Wes is an American rapper and songwriter best known for his breakout hit single "Mo Bamba" and his association with Kanye West’s GOOD Music label.
  • B. French Montana
    French Montana is a Moroccan-American rapper and songwriter known for hits like "Unforgettable" and his prominent role in the New York hip-hop scene.
  • C. Quavo
    Quavo is an American rapper, singer, and songwriter best known as a member of the hip-hop trio Migos and for his influential role in modern trap music.
  • D. Don Toliver
    Don Toliver is an American rapper and singer known for his melodic trap style and collaborations with major artists like Travis Scott and Kanye West.
  • E. Vic Mensa
    Vic Mensa is an American rapper and songwriter from Chicago known for his politically charged lyrics, genre-blending style, and collaborations with artists like Chance the Rapper and Kanye West.
  • 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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6566cd808190a67f33ad47d8ca8e completed March 6, 2026, 5:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5d6cee88190b26814134037aba6 completed March 8, 2026, 5:45 p.m.
NEDg Description generation batch_69adb8b626688190b4953d4549339dea completed March 8, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69adb9253fa08190bfb7d245208150c0 completed March 8, 2026, 6 p.m.
Created at: March 4, 2026, 7:32 p.m.