Triple

T21734985
Position Surface form Disambiguated ID Type / Status
Subject Karim Kharbouch E536499 entity
Predicate notableMixtape P24091 FINISHED
Object Mac & Cheese 3
Mac & Cheese 3 is a 2012 mixtape by rapper French Montana that helped boost his mainstream profile with numerous guest features and street-oriented tracks.
E1500316 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: Mac & Cheese 3 | Statement: [Karim Kharbouch, notableMixtape, Mac & Cheese 3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mac & Cheese 3
Context triple: [Karim Kharbouch, notableMixtape, Mac & Cheese 3]
  • A. Mac & Cheese 2
    Mac & Cheese 2 is a popular mixtape by rapper French Montana (Karim Kharbouch), known for helping elevate his profile in the hip-hop scene.
  • B. Mac & Cheese 4
    Mac & Cheese 4 is a mixtape by French Montana that continues his Mac & Cheese series of street-oriented hip-hop releases.
  • C. Cheese Land
    Cheese Land is a Mario Kart Wii race track themed around a desert landscape filled with cheese-like terrain and obstacles.
  • D. Stack That Cheese
    "Stack That Cheese" is a track by rapper Lupe Fiasco featured on his concept album "Drogas Wave."
  • E. Quattro Formaggi
    Quattro Formaggi is an EP released by the band Dogstar, featuring a selection of their alternative rock tracks.
  • 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: Mac & Cheese 3
Triple: [Karim Kharbouch, notableMixtape, Mac & Cheese 3]
Generated description
Mac & Cheese 3 is a 2012 mixtape by rapper French Montana that helped boost his mainstream profile with numerous guest features and street-oriented tracks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mac & Cheese 3
Target entity description: Mac & Cheese 3 is a 2012 mixtape by rapper French Montana that helped boost his mainstream profile with numerous guest features and street-oriented tracks.
  • A. Mac & Cheese 2
    Mac & Cheese 2 is a popular mixtape by rapper French Montana (Karim Kharbouch), known for helping elevate his profile in the hip-hop scene.
  • B. Mac & Cheese 4
    Mac & Cheese 4 is a mixtape by French Montana that continues his Mac & Cheese series of street-oriented hip-hop releases.
  • C. Cheese Land
    Cheese Land is a Mario Kart Wii race track themed around a desert landscape filled with cheese-like terrain and obstacles.
  • D. Stack That Cheese
    "Stack That Cheese" is a track by rapper Lupe Fiasco featured on his concept album "Drogas Wave."
  • E. Quattro Formaggi
    Quattro Formaggi is an EP released by the band Dogstar, featuring a selection of their alternative rock tracks.
  • 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_69e0c46d3284819099a4f9d5a704eb95 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69effd0b0da0819098ef03360eea6a0d completed April 28, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a366a48808190849c57f2f3ec366e completed May 17, 2026, 9:43 p.m.
NEDg Description generation batch_6a0a36fc0f948190a9139cade609ed09 completed May 17, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_6a0a3760e3308190a0b69d1582fc797a completed May 17, 2026, 9:47 p.m.
Created at: April 16, 2026, 6:48 p.m.