Triple

T13718374
Position Surface form Disambiguated ID Type / Status
Subject Born 2 Rap E328960 entity
Predicate producer P490 FINISHED
Object Ambezza
Ambezza is a German hip-hop producer best known for crafting beats for major international artists, including co-producing DaBaby’s hit single "ROCKSTAR."
 E1057225 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: Ambezza | Statement: [Born 2 Rap, producer, Ambezza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ambezza
Context triple: [Born 2 Rap, producer, Ambezza]
  • A. Banzebi
    Banzebi are a subgroup of the Nzebi people, an ethnic community primarily found in Central Africa, especially in Gabon and surrounding regions.
  • B. Ambo
    Ambo, also known as Ovambo, refers to a Bantu ethnic group primarily inhabiting northern Namibia and southern Angola, known for their rich cultural traditions and historical kingdoms.
  • C. Ambo
    Ambo is a coastal village on Tarawa Atoll in Kiribati, known for its role as a small residential and administrative community in the central Pacific.
  • D. Ambo
    Ambo is a prominent town in central Ethiopia’s Oromia Region, known for its natural mineral springs and role as a local economic and educational center.
  • E. Ambam
    Ambam is a town in Cameroon's South Region, near the borders with Gabon and Equatorial Guinea, known as a local administrative and trading center.
  • 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: Ambezza
Triple: [Born 2 Rap, producer, Ambezza]
Generated description
Ambezza is a German hip-hop producer best known for crafting beats for major international artists, including co-producing DaBaby’s hit single "ROCKSTAR."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ambezza
Target entity description: Ambezza is a German hip-hop producer best known for crafting beats for major international artists, including co-producing DaBaby’s hit single "ROCKSTAR."
  • A. Banzebi
    Banzebi are a subgroup of the Nzebi people, an ethnic community primarily found in Central Africa, especially in Gabon and surrounding regions.
  • B. Ambo
    Ambo is a coastal village on Tarawa Atoll in Kiribati, known for its role as a small residential and administrative community in the central Pacific.
  • C. Ambo
    Ambo, also known as Ovambo, refers to a Bantu ethnic group primarily inhabiting northern Namibia and southern Angola, known for their rich cultural traditions and historical kingdoms.
  • D. Ambo
    Ambo is a prominent town in central Ethiopia’s Oromia Region, known for its natural mineral springs and role as a local economic and educational center.
  • E. Ambam
    Ambam is a town in Cameroon's South Region, near the borders with Gabon and Equatorial Guinea, known as a local administrative and trading center.
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dd439a121c81908cae964e7756274c completed April 13, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79d5a23bc8190942568658665bbb0 completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79f1051b48190ac4704b43e759237 completed May 3, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69f79fdf974081909108b0fd89e76d56 completed May 3, 2026, 7:19 p.m.
Created at: April 9, 2026, 9:55 p.m.