Triple

T13795535
Position Surface form Disambiguated ID Type / Status
Subject A$AP Mob E331503 entity
Predicate knownFor P22 FINISHED
Object launching the career of A$AP Ferg
A$AP Ferg is an American rapper and member of the Harlem-based hip hop collective A$AP Mob, known for his energetic style and hits like "Work" and "Shabba."
 E663745 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: launching the career of A$AP Ferg | Statement: [A$AP Mob, knownFor, launching the career of A$AP Ferg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: launching the career of A$AP Ferg
Context triple: [A$AP Mob, knownFor, launching the career of A$AP Ferg]
  • A. A$AP Ferg
    A$AP Ferg is an American rapper and member of the hip-hop collective A$AP Mob, known for his energetic style and hits like "Work" and "Shabba."
  • B. A$AP Rocky
    A$AP Rocky is an American rapper, songwriter, and record producer known for his influential role in hip-hop, distinctive fashion sense, and membership in the A$AP Mob collective.
  • C. A$AP Nast
    A$AP Nast is an American rapper and member of the Harlem-based hip hop collective A$AP Mob, known for his gritty style and contributions to East Coast rap.
  • D. Feed Tha Streets
    Feed Tha Streets is a mixtape series by American rapper Roddy Ricch that helped establish his reputation in the hip-hop scene.
  • E. A$AP Ant
    A$AP Ant is an American rapper and member of the A$AP Mob collective, known for his gritty street-influenced style and contributions to the East Coast hip-hop scene.
  • 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: launching the career of A$AP Ferg
Triple: [A$AP Mob, knownFor, launching the career of A$AP Ferg]
Generated description
A$AP Ferg is an American rapper and member of the Harlem-based hip hop collective A$AP Mob, known for his energetic style and hits like "Work" and "Shabba."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: launching the career of A$AP Ferg
Target entity description: A$AP Ferg is an American rapper and member of the Harlem-based hip hop collective A$AP Mob, known for his energetic style and hits like "Work" and "Shabba."
  • A. A$AP Ferg chosen
    A$AP Ferg is an American rapper and member of the hip-hop collective A$AP Mob, known for his energetic style and hits like "Work" and "Shabba."
  • B. A$AP Rocky
    A$AP Rocky is an American rapper, songwriter, and record producer known for his influential role in hip-hop, distinctive fashion sense, and membership in the A$AP Mob collective.
  • C. A$AP Nast
    A$AP Nast is an American rapper and member of the Harlem-based hip hop collective A$AP Mob, known for his gritty style and contributions to East Coast rap.
  • D. Feed Tha Streets
    Feed Tha Streets is a mixtape series by American rapper Roddy Ricch that helped establish his reputation in the hip-hop scene.
  • E. A$AP Ant
    A$AP Ant is an American rapper and member of the A$AP Mob collective, known for his gritty street-influenced style and contributions to the East Coast hip-hop scene.
  • F. None of above.

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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0259b0e4819081c11ced694384fb completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b08508688190b7e8c33e6b65e25d completed May 3, 2026, 8:31 p.m.
NEDg Description generation batch_69f7b48bf704819098bfb70def28a0d1 completed May 3, 2026, 8:48 p.m.
NED2 Entity disambiguation (via description) batch_69f7b5c9e284819094e7af030e1e9034 completed May 3, 2026, 8:53 p.m.
Created at: April 9, 2026, 10:11 p.m.