Triple

T8988772
Position Surface form Disambiguated ID Type / Status
Subject So Help Me God! E214734 entity
Predicate producer P490 FINISHED
Object LilJuMadeDaBeat
LilJuMadeDaBeat is an American record producer best known for crafting hard-hitting trap beats for prominent hip-hop artists, including frequent collaborations with Megan Thee Stallion.
 E772068 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: LilJuMadeDaBeat | Statement: [So Help Me God!, producer, LilJuMadeDaBeat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LilJuMadeDaBeat
Context triple: [So Help Me God!, producer, LilJuMadeDaBeat]
  • A. Lil AK
    Lil AK is a rapper and media personality best known as DJ Akademiks’ rap alter ego, appearing on tracks like those from the project "TattleTales."
  • B. Lil
    Lil is a key character in Cory Doctorow's science fiction novel "Down and Out in the Magic Kingdom," set in a reputation-based future society centered around a Disney World-like theme park.
  • C. Lil
    Lil is the nickname and given name of Lil Hardin Armstrong, a pioneering American jazz pianist, composer, and bandleader.
  • D. Lil Star
    "Lil Star" is a soulful, melodic track by Kelis featuring CeeLo Green that blends R&B and pop influences with reflective, uplifting lyrics.
  • E. LIL
    LIL is the IATA airport code for Lille Airport, the main international airport serving the Lille metropolitan area in northern France.
  • 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: LilJuMadeDaBeat
Triple: [So Help Me God!, producer, LilJuMadeDaBeat]
Generated description
LilJuMadeDaBeat is an American record producer best known for crafting hard-hitting trap beats for prominent hip-hop artists, including frequent collaborations with Megan Thee Stallion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LilJuMadeDaBeat
Target entity description: LilJuMadeDaBeat is an American record producer best known for crafting hard-hitting trap beats for prominent hip-hop artists, including frequent collaborations with Megan Thee Stallion.
  • A. Lil AK
    Lil AK is a rapper and media personality best known as DJ Akademiks’ rap alter ego, appearing on tracks like those from the project "TattleTales."
  • B. Lil
    Lil is the nickname and given name of Lil Hardin Armstrong, a pioneering American jazz pianist, composer, and bandleader.
  • C. Lil
    Lil is a key character in Cory Doctorow's science fiction novel "Down and Out in the Magic Kingdom," set in a reputation-based future society centered around a Disney World-like theme park.
  • D. Lil Star
    "Lil Star" is a soulful, melodic track by Kelis featuring CeeLo Green that blends R&B and pop influences with reflective, uplifting lyrics.
  • E. LIL
    LIL is the IATA airport code for Lille Airport, the main international airport serving the Lille metropolitan area in northern France.
  • 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_69ca839f76bc8190a4b7123cdd682199 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67f0fed8819098ef3c88f9ef8045 completed April 1, 2026, 12:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0c58c94819095979b82a50cb77d completed April 3, 2026, 2:37 p.m.
NEDg Description generation batch_69cfd1a32a64819090d423a99ab75362 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd250593881908312200ba7bba617 completed April 3, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:04 p.m.