Triple

T5328295
Position Surface form Disambiguated ID Type / Status
Subject G Herbo E123239 entity
Predicate associatedAct P37 FINISHED
Object Southside
Southside is an American record producer and rapper best known for his hard-hitting trap beats and work with artists like Future, Waka Flocka Flame, and Gucci Mane.
 E512828 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: Southside | Statement: [G Herbo, associatedAct, Southside]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southside
Context triple: [G Herbo, associatedAct, Southside]
  • A. Southside
    Southside is a shopping and leisure centre located on Victoria Street in central London.
  • B. Southside
    Southside is a central district in Birmingham, England, known for its entertainment venues, nightlife, and the city’s Chinese Quarter and Gay Village.
  • C. Southside
    "Southside" is a 2020 country-pop album by American singer-songwriter Sam Hunt, featuring hits like "Kinfolks" and "Hard to Forget."
  • D. Southside
    "Southside" is a hip-hop track by Common featuring Kanye West, known for its soulful production and reflective lyrics.
  • E. Westside
    Westside is a neighborhood or district within a metropolitan area that is integrated into the local public transit network.
  • 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: Southside
Triple: [G Herbo, associatedAct, Southside]
Generated description
Southside is an American record producer and rapper best known for his hard-hitting trap beats and work with artists like Future, Waka Flocka Flame, and Gucci Mane.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southside
Target entity description: Southside is an American record producer and rapper best known for his hard-hitting trap beats and work with artists like Future, Waka Flocka Flame, and Gucci Mane.
  • A. Southside
    "Southside" is a hip-hop track by Common featuring Kanye West, known for its soulful production and reflective lyrics.
  • B. Southside
    Southside is a shopping and leisure centre located on Victoria Street in central London.
  • C. Southside
    Southside is a central district in Birmingham, England, known for its entertainment venues, nightlife, and the city’s Chinese Quarter and Gay Village.
  • D. Southside
    "Southside" is a 2020 country-pop album by American singer-songwriter Sam Hunt, featuring hits like "Kinfolks" and "Hard to Forget."
  • E. Westside
    Westside is a neighborhood or district within a metropolitan area that is integrated into the local public transit network.
  • 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_69bd46477f9081909d242a327d749466 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8593bd6c8190b2054e548ddf2458 completed March 20, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18b00f9c8190b3882f6112546b4a completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf194c53a48190b0895bbe9aa2f6f1 completed March 21, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a198418819089b25102733f9191 completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 2 p.m.