Triple

T13748967
Position Surface form Disambiguated ID Type / Status
Subject Loyalty Is Royalty E330290 entity
Predicate producer P490 FINISHED
Object P.F. Cuttin
P.F. Cuttin is a hip-hop producer and DJ best known for his work with the duo Blahzay Blahzay and his gritty, East Coast boom-bap sound.
E1060675 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: P.F. Cuttin | Statement: [Loyalty Is Royalty, producer, P.F. Cuttin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: P.F. Cuttin
Context triple: [Loyalty Is Royalty, producer, P.F. Cuttin]
  • A. Charlie Croker
    Charlie Croker is the charismatic mastermind thief who leads a high-stakes gold heist in the 2003 film "The Italian Job."
  • B. Dulé Hill
    Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
  • C. Corde Broadus
    Corde Broadus is the eldest son of rapper Snoop Dogg, known for his appearances in media related to his father's career and his own work as a model and entertainer.
  • D. L.B. Dope
    L.B. Dope is a musician best known as a member of the British band Alabama 3, which blends electronic music with blues, country, and gospel influences.
  • E. Iceberg Slim
    Iceberg Slim is a Nigerian rapper and songwriter known for his collaborations within the Afrobeats and hip-hop scenes.
  • 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: P.F. Cuttin
Triple: [Loyalty Is Royalty, producer, P.F. Cuttin]
Generated description
P.F. Cuttin is a hip-hop producer and DJ best known for his work with the duo Blahzay Blahzay and his gritty, East Coast boom-bap sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: P.F. Cuttin
Target entity description: P.F. Cuttin is a hip-hop producer and DJ best known for his work with the duo Blahzay Blahzay and his gritty, East Coast boom-bap sound.
  • A. Charlie Croker
    Charlie Croker is the charismatic mastermind thief who leads a high-stakes gold heist in the 2003 film "The Italian Job."
  • B. Dulé Hill
    Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
  • C. Corde Broadus
    Corde Broadus is the eldest son of rapper Snoop Dogg, known for his appearances in media related to his father's career and his own work as a model and entertainer.
  • D. L.B. Dope
    L.B. Dope is a musician best known as a member of the British band Alabama 3, which blends electronic music with blues, country, and gospel influences.
  • E. Iceberg Slim
    Iceberg Slim is a Nigerian rapper and songwriter known for his collaborations within the Afrobeats and hip-hop scenes.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02132a108190aca728b95e83af01 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a854098c8190983d142c9930962b completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7ac78ef5081909caccd2fc5772f24 completed May 3, 2026, 8:13 p.m.
NED2 Entity disambiguation (via description) batch_69f7ad54e3e88190aeae31d69788cce5 completed May 3, 2026, 8:17 p.m.
Created at: April 9, 2026, 10:08 p.m.