Triple

T8113006
Position Surface form Disambiguated ID Type / Status
Subject Murda Beatz E189400 entity
Predicate hasCollaboratedWith P8554 FINISHED
Object A$AP Ferg E663745 NE FINISHED

How this triple was built (2 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: A$AP Ferg | Statement: [Murda Beatz, hasCollaboratedWith, A$AP Ferg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A$AP Ferg
Context triple: [Murda Beatz, hasCollaboratedWith, A$AP Ferg]
  • 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$AP Worldwide
    A$AP Worldwide is the independent record label and creative collective founded by rapper A$AP Rocky and the A$AP Mob to release their music and related projects.
  • D. Fetty Wap
    Fetty Wap is an American rapper and singer best known for his 2015 hit single "Trap Queen" and his melodic, trap-influenced style.
  • E. Waka Flocka Flame
    Waka Flocka Flame is an American rapper known for his aggressive trap sound and hits like "No Hands" and "Hard in da Paint."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca82baad008190ab2859712b9b1607 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb432d7dfc8190b9c980f32c7b4623 completed March 31, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc9433a5848190aac09a2589061b53 completed April 1, 2026, 3:42 a.m.
Created at: March 30, 2026, 5:32 p.m.