Triple

T3767545
Position Surface form Disambiguated ID Type / Status
Subject Ibrahim Maalouf E82714 entity
Predicate hasCollaboratedWith P8554 FINISHED
Object Oxmo Puccino
Oxmo Puccino is a French-Malian rapper and lyricist renowned for his poetic, introspective storytelling and influential role in the French hip-hop scene.
E386079 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: Oxmo Puccino | Statement: [Ibrahim Maalouf, hasCollaboratedWith, Oxmo Puccino]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oxmo Puccino
Context triple: [Ibrahim Maalouf, hasCollaboratedWith, Oxmo Puccino]
  • A. Goodie Mob
    Goodie Mob is an influential Atlanta-based hip hop group known for its socially conscious lyrics and role in pioneering Southern rap alongside acts like Outkast.
  • B. P-Square
    P-Square is a Nigerian R&B and Afropop music duo of twin brothers Peter and Paul Okoye, known across Africa for their hit songs and energetic performances.
  • C. Y-Not
    Y-Not is a music producer best known for working on the influential hip-hop album "Electric Circus."
  • D. Bugzy Malone
    Bugzy Malone is a British rapper and actor known for helping pioneer the grime scene in Manchester and for his role in Guy Ritchie's film "The Gentlemen."
  • E. Statice
    Statice is a genus of flowering plants, often known as sea lavender, valued for their papery, long-lasting blooms commonly used in dried floral arrangements.
  • 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: Oxmo Puccino
Triple: [Ibrahim Maalouf, hasCollaboratedWith, Oxmo Puccino]
Generated description
Oxmo Puccino is a French-Malian rapper and lyricist renowned for his poetic, introspective storytelling and influential role in the French hip-hop scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oxmo Puccino
Target entity description: Oxmo Puccino is a French-Malian rapper and lyricist renowned for his poetic, introspective storytelling and influential role in the French hip-hop scene.
  • A. Goodie Mob
    Goodie Mob is an influential Atlanta-based hip hop group known for its socially conscious lyrics and role in pioneering Southern rap alongside acts like Outkast.
  • B. P-Square
    P-Square is a Nigerian R&B and Afropop music duo of twin brothers Peter and Paul Okoye, known across Africa for their hit songs and energetic performances.
  • C. Y-Not
    Y-Not is a music producer best known for working on the influential hip-hop album "Electric Circus."
  • D. Bugzy Malone
    Bugzy Malone is a British rapper and actor known for helping pioneer the grime scene in Manchester and for his role in Guy Ritchie's film "The Gentlemen."
  • E. Statice
    Statice is a genus of flowering plants, often known as sea lavender, valued for their papery, long-lasting blooms commonly used in dried floral arrangements.
  • 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_69ad8b207b0081909d2b48843fbd8795 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcc2bdf6c819088d3c6ace83ca5ea completed March 8, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e5251d2481909f692937271a8013 completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e73b64388190b1f32a9ec498bf11 completed March 14, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69b4e78a5dcc8190b25c9a35728bfb94 completed March 14, 2026, 4:43 a.m.
Created at: March 8, 2026, 3:35 p.m.